tree
version=v4
num_class=2
num_tree_per_iteration=2
label_index=0
max_feature_idx=543
objective=multiclass num_class:2
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
feature_infos=[0:1] [0.040000000000000001:1.1599999999999999] [0:456] [1:456] [0:76] [0:76] [0:211] [0:211] [1:5007] [-26:3379] [1:4998] [1:4343] [1:1432] [-26:3380] [5:5007] [1:4343] [1:1432] [-4695:2748] [-3452:4597] [-4998:3329] [-3862:4017] [-842:1348] [-3234:3378] [-3271:3340] [-3234:4352] [-3287:3376] [0:4795] [-3733:3733] [-4310:3271] [-4764:3152] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:0] [-1:0] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:0] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:0] [-1:1] [-1:0] [-1:1] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:0] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:0] [-1:1] [-1:1] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:0] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] none none none none [0:1] none none [0:1] [0:1] [0:1] none [0:1] [0:1] none none [0:1] none none none none [0:1] [0:1] [0:1] none [0:1] [0:1] none none none none none [0:1] none none [0:1] [0:1] [0:1] none none [0:1] none none [0:1] [0:1] none none none [0:1] [0:1] [0:1] none none [0:1] none none none none none [0:1] none none [0:1] [0:1] [0:1] none none [0:1] [0:1] none [0:1] [0:1] none none none none [0:1] [0:1] none none none none none none none none [0:1] none none [0:1] [0:1] [0:1] none none [0:1] [0:1] none [0:1] none none none none none [0:1] [0:1] none none none none [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0.040000000000000001:1.1599999999999999] [1:456] [0:456] [0:76] [0:70] [0:211] [0:211] [5:5007] [-26:3380] [5:5007] [1:4343] [1:1432] [-15:3380] [1:5007] [1:4343] [1:1432] [-5008:4069] [-4443:4952] [-5007:4069] [-3862:4698] [-726:1348] [-3443:2985] [-3481:2942] [-3443:4295] [-3506:2922] [0:5006] [-3733:3733] [-4245:3481] [-4764:2570] none none none none [0:1] none none [0:1] [0:1] [0:1] none [0:1] [0:1] none none [0:1] none none none none [0:1] [0:1] [0:1] none [0:1] [0:1] none none none none none [0:1] none none [0:1] [0:1] [0:1] none none [0:1] none none [0:1] [0:1] none none none [0:1] [0:1] [0:1] none none [0:1] none none none none none [0:1] none none [0:1] [0:1] [0:1] none none [0:1] [0:1] none [0:1] [0:1] none none none none [0:1] [0:1] none none none none none none none none [0:1] none none [0:1] [0:1] [0:1] none none [0:1] [0:1] none [0:1] none none none none none [0:1] [0:1] none none none none [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:0] [-1:0] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:0] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:0] [-1:1] [-1:0] [-1:1] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:0] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:0] [-1:1] [-1:1] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:1] [-1:1] [-1:0] [-1:1] [-1:0] [-1:0] [-1:0] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1]
tree_sizes=20236 20616 20732 20860 20828 20791 20775 20808 20931 20907 20769 20901 20893 20884 20773 20932 20846 20944 20836 20878 20980 21047 20870 21042 20943 20929 20909 20995 20882 20907 20870 21017 20923 20983 20864 20974 20965 20960 20896 20934 20833 21058 20892 20999 20934 21028 20943 20943 20884 20959 21002 20984 20846 21015 20949 20920 21045 20958 21003 21034 21032 20991 20981 21020 21039 21046 20952 21096 20945 20960 21028 21103 20863 21053 20913 20952 21007 20914 21020 20972 21064 20927 20951 20955 21002 20940 21036 20958 20994 21062 20937 20967 21023 21001 20963 21051 20976 21028 21002 21094 20912 20981 20997 20984 21048 21052 20841 21044 21040 20993 21080 20973 21126 21013 20967 21085 20973 21056 20999 21031 21103 21022 21106 21046 20913 21085 21029 21070 21011 21084 21012 21003 21134 21072 21071 21120 21164 21137 21059 21077 21095 21102 21123 21089 21141 21122 21175 21139 21152 21093 21175 21044 21163 21198 21168 21177 21192 21153 21219 21112 21148 21097 21166 21145 21164 21140 21131 21181 21250 21151 21194 21226 21254 21254 21206 21315 21261 21188 21240 21170 21195 21146 21275 21321 21223 21252 21259 21232 21148 21166 21178 21202 21260 21324 21203 21196 21197 21223 21210 21225 21241 21340 21198 21160 21336 21263 21221 21194 21411 21241 21319 21175 21220 21228 21177 21238 21277 21306 21175 21259 21323 21257 21206 21161 21276 21186 21251 21219 21278 21198 21227 21269 21250 21307 21260 21200 21239 21216 21291 21117 21281 21230 21151 21331 21314 21264 21265 21237 21356 21353 21323 21368 21310 21306 21231 21274 21302 21286 21297 21286 21350 21276 21325 21157 21304 21307 21259 21271 21288 21275 21292 21327 21254 21294 21331 21317 21399 21341 21352 21260 21465 21335 21405 21346 21322 21472 21232 21390 21343 21298 21307 21427 21393 21383 21528 21440 21444 21439 21476 21475 21439 21471 21409 21411 21553 21454 21465 21502 21587 21585 21483 21471 21471 21449 21520 21524 21536 21512 21574 21462 21589 21520 21507 21560 21631 21618 21505 21522 21498 21565 21510 21602 21538 21572 21544 21601 21565 21593 21504 21522 21618 21551 21546 21550 21570 21565 21615 21529 21490 21559 21629 21645 21625 21690 21645 21579 21541 21593 21554 21649 21513 21588 21643 21599 21599 21702 21586 21598 21514 21664 21645 21565 21529 21583 21690 21581 21752 21637 21588 21665 21615 21604 21684 21620 21692 21692 21662 21606 21684 21632 21633 21658 21709 21680 21625 21594 21659 21658 21712 21678 21703 21640 21653 21643 21617 21618 21645 21744 21634 21717 21699 21733 21713 21689 21750 21720 21685 21670 21698 21744 21654 21663 21667 21662 21712 21707 21645 21731 21681 21672 21777 21801 21713 21762 21732 21806 21742 21616 21723 21781 21699 21713 21855 21776 21762 21797 21724 21853 21825 21829 21720 21806 21891 21832 21808 21868 21862 21708 21831 21748 21868 21835 21959 21830 21784 21795 21974 21893 21924 21784 21783 21939 21863 21891 21933 21934 21944 21927 21919 21944 22017 21815 22038 21947 21917 22017 21915 21922 21859 21913 21975 21962 21895 21933 21912 21952 21993 22013 22034 21981 21991 22108 21991 21847 22082 22055 22028 22035 22000 22078 21890 21932 21940 22083 22068 22032 22034 22029 21967 22049 22053 22015 21995 22050 22038 22067 21945 22005 22118 22042 21900 22083 22055 21968 22052 21914 22033 22010 21932 21980 21971 21948 22092 22015 22012 22072 21929 22073 22047 22113 21878 22145 22067 21956 21967 22109 22025 21967 22025 22152 21999 22042 21970 22157 21987 22051 22041 21973 22105 22049 22003 21919 22039 21985 21905 22045 21984 22053 22053 21960 21922 22151 21963 22056 21941 22094 22061 21959 21948 21950 21908 21962 22010 21816 21956 21938 21879 21940 21868 22010 21978 21931 21906 21923 22011 22073 21881 21943 22025 21916 22044 21884 22074 21979 21996 21934 22011 21863 21904 21959 21971 21997 22053 21887 21824 21903 21962 21686 21880 21772 21975 22024 21800 21609 21827 21889 21759 21620 21857 21796 21779 21957 21870 21770 21880 21685 21648 21931 21752 21831 21781 21690 21755 21811 21820 21842 21531 21714 21808 21766 21663 21682 21642 21574 21683 21562 21717 21644 21633 21624 21526 21808 21511 21438 21391 21550 21238 21492 21705 21314 21292 21393 21464 21484 21211 21398 21370 21418 21167 21275 21464 21159 21027 21280 21085 21501 21462 21270 21171 21176 21220 21186 21159 21301 20843 21079 20912 21025 21196 20941 21068 21341 20928 20788 20987 20875 21071 21078 20701 20874 20711 20839 20863 20859 21024 20780 20660 20912 20617 20754 20869 20868 20914 20836 20788 20544 20828 20635 20767 20495 20558 20761 20567 20573 20578 20426 20512 20451 20750 20486 20374 20231 20491 20446 20711 20525 20466 20501 20567 20433 20475 20269 20407 20598 20163 20195 20472 20431 20285 20290 20245 20142 20330 20214 20210 20545 20311 20334 20200 20186 20276 20274 20082 20223 20461 20294 20183 20195 20220 19960 20328 20320 20176 20097 19862 20200 20088 20266 20103 20139

Tree=0
num_leaves=191
num_cat=0
split_feature=295 301 2 295 295 291 522 8 413 295 23 16 17 17 524 288 291 295 16 119 301 19 273 276 2 276 14 519 522 295 16 396 8 524 291 301 283 529 291 2 295 16 288 295 524 23 283 285 291 23 295 295 414 248 259 283 17 288 295 283 16 291 2 295 14 301 291 283 283 288 288 368 28 2 295 283 301 19 14 291 291 295 24 519 295 368 273 452 295 283 288 24 281 23 2 283 14 283 285 285 17 283 19 23 14 23 281 19 363 14 24 295 23 8 288 17 283 17 295 288 524 291 317 17 452 24 23 16 291 524 17 2 301 295 14 16 2 288 24 295 201 276 250 524 17 524 283 295 283 276 17 295 283 17 160 295 524 295 276 291 14 19 17 291 2 2 283 283 295 14 8 14 24 51 2 14 288 295 288 486 8 291 524 17 17 23 8 283 17 17
split_gain=17714.9 11988.8 6448.73 3260.76 2993.84 1794.88 1540.94 1311.21 1257.83 1252.69 1238.6 793.378 647.689 599.673 586.383 541.201 522.834 527.559 497.215 467.169 454.624 1837.3 498.488 918.737 792.267 405.168 365.255 340.538 299.665 284.85 265.252 261.095 238.791 236.324 217.412 216.62 261.233 212.481 194.746 194.401 178.222 897.445 176.987 176.724 175.861 166.08 163.025 156.343 145.807 144.784 143.852 141.176 136.425 135.781 133.811 131.365 830.907 128.589 314.745 122.448 121.374 110.834 125.231 108.179 106.539 102.477 101.072 95.923 94.9357 93.9051 87.8948 86.6729 83.5321 82.3624 82.0063 78.1557 75.3545 725.684 392.049 134.25 81.8834 130.098 75.138 74.687 186.058 127.724 74.1959 72.6162 72.5354 71.667 64.9067 60.5226 60.3316 67.1188 60.1886 131.803 59.9241 68.9729 59.6182 58.9651 58.4099 72.9101 56.812 63.751 56.5032 94.2954 56.4739 53.2912 53.0232 52.6626 52.4262 51.3549 53.1661 49.8778 48.7338 47.6737 94.2149 52.3905 46.3295 43.9504 59.4265 43.5366 41.5208 41.0867 40.5761 39.9479 39.653 38.943 38.862 38.7092 38.6554 37.8086 36.9769 36.3404 36.2381 36.1995 35.0995 88.1484 70.819 38.1621 35.0065 34.0173 33.9565 33.9387 33.8971 33.269 61.1423 33.1074 32.7553 32.7115 31.9422 31.4336 29.6649 29.5626 29.1352 56.7223 28.3348 35.2017 28.2618 27.1698 49.4243 191.643 55.895 43.0712 60.7309 29.0123 148.568 26.9058 26.032 25.656 25.0645 24.8263 24.6154 24.5623 24.5535 23.8505 23.5941 23.5107 115.102 90.7211 36.5931 22.174 21.6935 63.0068 21.0452 20.8506 26.6068 20.5771 28.0064 20.6662
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is_linear=0
shrinkage=0.1


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is_linear=0
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is_linear=0
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num_leaves=191
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is_linear=0
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is_linear=0
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num_leaves=191
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is_linear=0
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num_leaves=191
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is_linear=0
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num_leaves=191
num_cat=0
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num_leaves=191
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internal_count=192467 87556 104911 84798 30480 28544 3932 54318 24612 310 24302 1936 22120 20838 8465 2182 50392 32224 12853 18168 7503 1032 6801 103363 101161 96867 29539 5418 24121 18868 542 3926 15213 18703 15109 15092 15066 19371 19056 18217 8433 5253 404 67328 3757 12373 1311 924 2758 11062 10899 10544 3804 3745 7917 2637 1113 5280 4313 1548 5991 9784 880 2633 2106 5350 3223 2583 2127 7475 7303 3367 18636 18318 1778 1627 1369 1651 3797 65021 60676 355 2955 2788 369 2202 1269 544 3195 5860 5754 6561 967 815 415 18140 6589 5111 1390 837 1496 1402 3748 3150 1938 688 4876 933 821 236 163 6417 2618 1282 4294 1980 17978 2627 2550 2480 1391 661 1861 5735 165 400 839 60413 2273 1504 60254 585 167 484 464 5706 2419 959 419 231 1460 1103 540 325 274 2314 1715 1654 2535 1428 17706 17350 640 551 223 1796 908 3313 2370 682 487 448 1762 1749 825 298 266 226 357 151 3209 9206 2345 1940 6861 837 1112 935 825 628 543 473 456 129 4094 4067 520 358 300 5674
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
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parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 400]
[learning_rate: 0.1]
[num_leaves: 191]
[num_threads: 0]
[seed: 22]
[deterministic: 1]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 50]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.91666]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 7]
[bagging_seed: 14808]
[feature_fraction: 0.311671]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 7542]
[extra_trees: 0]
[extra_seed: 32649]
[early_stopping_round: 20]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.000690186]
[lambda_l2: 1.18869e-05]
[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: 21034]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 110]
[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]
[parser_config_file: ]
[objective_seed: 6399]
[num_class: 2]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null