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-0.021974340081214901 0.019415839575231079 0.0079370238818228262 0.019498827867209915 0.03356436453759671 -0.041250687092542641 0.017462340183556083 0.0071891318075358876 -0.0016231562476605175 0.0090335123240947741 -0.0080420621670782549 0.021721176803112033 0.026163395494222644 0.031289028003811843 0.0192545410245657 -0.007057779934257268 0.012067103758454325 0.021508214063942436 0.0073784484993666419 0.022045356221497062 -0.032900677993893616 0.012769721914082767 0.015170261263847353 0.015949874185025695 0.037772316485643394 0.008448639418929817 0.013152961153537037 0.0081253717653453367 0.018044746480882171 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 10 6 18 7 22 13 21 -4 -5 26 16 27 -11 -2 -12 24 20 -10 -8 -3 -16 -1 -18 -9 -13 -14 -21 right_child=2 4 3 11 -6 -7 9 12 19 15 17 14 28 -15 23 -17 25 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.8541555894825779 -2.8937399147299905 -1.9970751992354812 -2.0040350805976646 -2.9698666170777241 -2.8467935451643256 -2.1171331527331292 -2.8281430328914205 -2.9163595291570834 -2.4350643999583812 -1.9975032133299471 -2.7761179197091068 -2.9338714887135424 -2.5159923537975368 -2.9230123569297577 -2.0428115624726813 -2.5680174669798506 -2.560310042804693 -2.1518165615213389 -2.9466446795844692 -2.9312473481072794 -2.9317560734309871 -2.2520130757983874 -2.4639672406152231 -2.6200425801621647 -2.3220805682998211 -2.0685763804296364 -2.4639672406152227 -2.5680174669798506 -2.0412631960089214 -2.9816655025686383 leaf_weight=1.1532891690731113 1.105235453695059 3.748189799487589 3.3157063610851791 13.935577459633354 2.546846915036439 1.1532891690731037 0.96107430756092105 2.2104709073901181 1.7299337536096562 26.958134327083833 1.6818800382316115 2.9793303534388516 0.96107430756092105 4.084565807133913 1.0091280229389665 0.96107430756091972 1.2974503152072423 0.9610743075609206 17.299337536096573 39.64431518688798 5.7183921299874783 1.2974503152072419 0.9610743075609206 0.9610743075609206 1.0571817383170126 1.2013428844511507 1.0571817383170126 1.681880038231611 1.5377188920974729 842.18941571563482 leaf_count=24 23 78 69 290 53 24 20 46 36 561 35 62 20 85 21 20 27 20 360 825 119 27 20 20 22 25 22 35 32 17526 internal_value=-2.93155 -2.39311 -2.96879 -2.72975 -2.16825 -2.86323 -2.12574 -2.3351 -2.97586 -2.05307 -2.2458 -2.86996 -2.53333 -2.72409 -2.66 -2.01714 -2.49865 -2.5491 -2.90733 -2.97803 -2.8164 -2.49717 -2.09236 -2.32439 -2.59968 -2.3239 -2.77 -2.80186 -2.22385 -2.9794 internal_weight=987.36 63.8634 923.496 26.5257 43.2003 20.6631 40.6534 10.4757 896.971 30.1777 5.95866 20.567 5.76645 7.68859 6.63141 27.9192 3.60403 2.64295 19.5098 889.282 7.44833 2.25852 4.70926 1.9702 2.21047 2.49879 3.26765 4.66121 2.49879 881.834 internal_count=20547 1329 19218 552 899 430 846 218 18666 628 124 428 120 160 138 581 75 55 406 18506 155 47 98 41 46 52 68 97 52 18351 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=33 54 139 36 247 36 179 57 116 146 178 182 97 368 205 17 235 342 236 324 310 9 378 277 33 378 336 337 291 222 split_gain=4263.48 681.842 502.912 412.727 252.742 126.054 110.471 116.618 97.5723 86.32 73.5427 89.4645 68.3823 57.6979 56.7033 52.9489 43.3853 42.9565 37.9456 37.8021 35.9413 35.6746 32.7028 29.7448 21.9432 117.355 52.5786 37.5903 21.9074 21.8378 threshold=0.013611237518489363 -0.02407449763268232 0.017436567693948749 0.020031103864312175 0.068614646792411818 0.023071485571563247 0.001935496518854052 0.082744181156158461 0.001085516647435725 -0.0025444207713007923 0.0002519071131246165 0.00059022361529059719 -0.04814717918634414 0.027029951103031639 0.024279803968966011 0.012201071716845037 -0.0034916251897811885 0.0037505726795643572 0.013608515728265049 0.016127983108162883 0.016885499469935897 0.027512818574905399 0.023094391450285915 0.016660138033330444 0.018817814067006115 0.017834518104791645 -0.036867847666144364 -0.017867469228804108 0.010606945492327215 0.019181637093424801 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 6 4 12 10 17 9 -1 -8 11 13 -4 16 -5 -14 -3 19 -6 -2 -12 -11 -10 -17 25 -19 -27 -28 -15 -18 right_child=2 5 3 14 18 -7 7 -9 22 21 20 -13 15 28 -16 23 29 24 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.33716055357371283 -0.052810474283131993 0.019476377514684857 0.049893071315794693 -0.039713921948297898 -0.043646522953164568 0.053072546145944283 0.04940787831468002 -0.019543973275156105 0.16793867907300367 0.60373950751644356 0.18511096373809013 0.37504383729520402 0.14875109345085666 -0.053833462500585016 0.30649337923188008 0.46861891865001271 0.24416897636568125 0.42540285699191016 0.28905768938149679 0.2936771542677194 0.40774276809809162 0.26281687707327595 -0.036133174510999073 0.22670333682639476 -0.050625802685032688 -0.041174147914459253 0.43014167934773689 -0.001802338839486101 0.21103886957605877 0.44434611018210002 leaf_weight=2.2980164848268059 1.4470625258982175 1.3578036725521085 1.4525187686085743 22.977353133261207 5.4442168697714797 3.2812009640038005 2.4386168345808983 9.0670122765004617 2.2570117413997677 1.6723184548318379 1.873608499765395 15.761922415345905 1.7288116887211806 2.5548261627554898 1.2468835897743691 11.923179049044846 2.9993852339684981 1.4625752791762341 1.017120089381933 1.726273003965616 55.895038370043039 1.4179755225777624 15.079390086233614 1.4222047328948964 783.77085287496448 43.528212089091539 1.0353454500436785 0.98087365552782912 1.1241498999297617 2.496434036642313 leaf_count=34 29 21 26 479 110 55 48 193 39 27 25 163 30 43 19 146 34 27 14 29 562 21 314 21 17047 911 21 20 13 26 internal_value=-0.00108096 0.297255 -0.0367106 0.122119 0.273876 0.357103 -0.0455477 0.0908195 0.0310156 0.271808 0.36897 0.299652 0.377539 0.186828 -0.0218937 0.40911 0.272569 -0.0479344 0.00872656 0.135676 0.400522 0.447308 -0.00956523 0.442838 -0.0486358 -0.0154546 -0.029612 0.220005 0.0271011 0.335098 internal_weight=1002.74 106.979 895.759 47.2123 22.9881 87.3444 848.547 14.5959 19.6344 5.52891 84.0632 26.2945 16.5267 10.5326 24.2242 15.0742 6.85362 833.951 6.46134 3.17334 57.7686 3.09029 17.3364 13.3454 830.778 47.007 45.5444 2.01622 3.67898 5.49582 internal_count=20547 1329 19218 845 347 942 18373 289 387 96 887 300 223 137 498 197 81 18084 124 58 587 48 353 167 18026 979 952 41 56 60 is_linear=0 shrinkage=0.05 Tree=2 num_leaves=31 num_cat=0 split_feature=33 54 139 197 62 287 36 265 335 49 339 178 17 372 259 336 120 303 34 284 179 223 158 220 97 133 383 377 33 310 split_gain=3143.03 659.257 273.184 232.808 112.041 85.5622 76.4544 79.8038 78.791 62.8592 50.8927 42.9591 55.5529 54.6712 42.5397 38.7267 35.0821 34.3899 36.5407 32.3265 75.4421 32.1885 31.8508 27.3083 25.9212 22.2261 21.0327 19.1623 17.3147 20.0509 threshold=0.015648608095943931 -0.026184101589024063 0.017436567693948749 0.011221989057958128 0.0034461354371160273 0.0091847581788897532 0.0091359913349151629 -0.036672873422503464 0.030386011116206649 0.00076703939703293156 0.013554691337049009 -0.00045246879744809115 0.021506564691662792 0.086570177227258696 -0.0054794051684439174 -0.040911734104156487 0.018386552110314373 0.014074767939746382 0.0031827570637688045 0.0076473732478916654 -0.002245772047899663 0.010153634008020164 -0.02535944432020187 0.0051694896537810573 -0.03930124640464782 0.017005496658384803 -0.028201316483318802 0.018790802918374542 0.014575516805052759 0.021677603013813499 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 6 5 27 16 7 8 22 10 -1 12 13 25 15 -5 -4 28 -19 -8 -21 -17 -2 -15 -7 -6 -14 -3 29 -13 right_child=2 4 3 14 11 24 19 -9 -10 -11 -12 17 26 23 -16 21 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0017646477722007511 0.41559901841611374 0.17143020888285826 -0.039400791069131691 -0.052956576846396243 0.17155352397252921 0.13605099927751652 -0.049528306440809966 -0.052911980767675365 -0.034215378598276086 -0.042470539293073893 0.31657881318251729 0.2179341697833572 0.084203379672035672 0.035992889023302499 -0.050164832145933917 0.043938194654419581 0.2128394260912955 0.25764209614300182 -0.0066493991331616461 -0.02682942005944507 0.36544326212833877 0.35523943965327232 0.1508003449704588 0.26371278596282538 0.31992380875303678 -0.04160488814641615 0.28319600240705606 -0.027787729274832446 0.39837228024756632 0.29445859184834428 leaf_weight=2.7324078828096416 2.7540017366409302 1.7560298070311535 3.6378307081759003 2.3015514090657234 1.7479622773826111 2.3412479534745225 777.07692957669497 6.9973748214542848 2.6620669811964035 24.446821581572294 2.4214373640716076 9.780514504760502 1.4285824447870279 1.6221112310886363 20.327863425016403 1.5248015858233004 2.2194939069449902 3.6336867511272422 2.0432184338569641 5.8354888744652271 1.5515729337930668 1.8233625777065752 1.9324487112462518 6.9887169264256954 10.570689525455233 4.0713630467653275 18.839185625314713 3.8611327782273293 3.5130836069583884 68.59452710300684 leaf_count=53 31 22 70 46 19 30 17646 142 54 514 35 92 18 20 440 26 24 31 28 129 29 22 26 64 98 69 150 68 38 513 internal_value=-0.00143212 0.203619 -0.0397124 0.0805087 0.252838 0.214681 -0.0464469 0.067939 0.183015 -0.00901575 0.149674 0.26287 0.215787 0.140808 -0.0164334 0.104934 0.0561796 0.281526 0.162519 -0.0485387 0.0555632 0.213468 0.30641 0.220815 0.286583 0.0224219 0.26917 0.0344915 0.289777 0.284909 internal_weight=1001.04 157.481 843.557 44.7468 127.88 18.7693 798.81 14.3459 7.34852 29.6007 5.15385 122.263 34.6979 14.4302 25.9776 5.64972 5.85732 87.565 5.67691 784.464 7.38706 3.34816 4.68645 8.61083 12.9119 5.81933 20.2678 5.61716 81.8881 78.375 internal_count=20547 1734 18813 756 1132 222 18057 253 111 602 88 1042 340 172 534 94 94 702 59 17804 158 48 57 84 128 88 168 90 643 605 is_linear=0 shrinkage=0.05 Tree=3 num_leaves=31 num_cat=0 split_feature=33 54 139 197 36 36 336 265 378 49 265 57 191 284 276 62 372 17 56 198 106 368 369 305 259 287 146 56 227 213 split_gain=2535.71 439.138 247.305 172.89 74.5284 70.0888 64.9587 61.031 52.7752 51.8567 48.6512 39.3234 34.9057 30.0313 53.8014 29.5796 27.0576 50.6785 55.0818 21.2226 21.0209 19.8756 19.357 16.9138 16.5613 25.2345 15.7765 15.539 15.2003 21.0404 threshold=0.015648608095943931 -0.026184101589024063 0.017436567693948749 0.013760338071733715 0.023071485571563247 0.0091359913349151629 -0.042431667447090142 -0.036672873422503464 0.026163395494222644 0.00076703939703293156 -0.037103872746229165 0.092080276459455504 0.014632771257311107 0.0076473732478916654 0.0079348213039338606 0.019614918157458309 0.082288656383752837 0.021337878890335563 0.012408714741468431 0.010955678764730694 0.0060917437076568612 0.023804812692105774 0.006515439599752427 -0.0026507055154070254 -0.0054794051684439174 0.014418117236346008 0.0037662156391888861 0.0098856752738356608 0.0078259469009935873 0.012962003704160454 decision_type=2 2 2 2 2 2 2 2 2 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 11 7 21 8 22 12 -8 16 20 -7 -15 -6 17 18 -3 -13 -1 -4 -2 -18 25 -5 -20 -11 29 -25 right_child=2 4 3 24 15 13 10 -9 -10 27 -12 19 -14 14 -16 -17 23 -19 26 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.18847448335002881 0.31183814155878009 -0.035145543711914168 0.14138074338576676 -0.035426302951869493 -0.041851255962995416 -0.049277769925373097 0.23830857966174041 -0.052763344587666787 -0.034087118563887985 -0.050345897074451224 0.0040899594588394662 -0.05488939001588531 0.29419176887099319 -0.026938459054019804 0.27521601284964092 0.24166259782793748 0.031125169196476701 0.22325790501530063 0.083251340797541165 0.17582490664246955 -0.053232526521455395 -0.053684400345746563 0.1267797326968563 0.22812366417151902 -0.049731261129153645 0.21026370780826553 0.23021835296096793 0.15492439603893737 0.23285483975974489 0.057559176757285571 leaf_weight=1.430822867900136 3.3653604686260206 4.914957754313944 2.0144650936126736 2.7463320605456856 4.2189835309982291 742.84233915433288 16.541653126478202 6.6743855178356162 2.6816752701997757 22.568914409726862 2.5602909773588136 2.1010466851294036 1.9946642257273195 5.8406253792345515 1.9702181518077848 1.1765480563044546 1.1056603416800488 20.318445969372988 2.8397194296121597 1.8964487761259077 2.422492727637291 3.7124622985720634 2.435828160494566 4.4655191451311103 18.141087345778942 1.6871337369084356 5.1155234947800636 0.96122556552290817 99.719271313399076 3.038259532302618 leaf_count=19 29 71 25 53 72 17646 132 142 56 495 47 31 24 127 31 14 10 136 32 14 45 66 26 29 412 21 32 19 657 34 internal_value=-0.00163158 0.168018 -0.0392428 0.0715827 0.202449 -0.0461028 0.162633 0.0603466 0.149342 -0.00884342 0.206916 0.209215 0.124407 -0.0482523 0.0492774 0.0199717 0.213583 0.174084 0.0964522 0.0545636 0.0365187 0.0149304 0.234135 0.225684 -0.02856 0.0580698 0.177757 -0.0419604 0.227691 0.159063 internal_weight=993.502 180.289 813.214 47.4034 150.91 765.81 24.8289 15.1572 8.48286 29.3781 19.1019 145.515 5.84798 750.653 7.81084 5.39553 141.517 33.1886 12.8702 3.9975 3.85332 5.72693 5.80119 108.329 22.5746 4.43347 7.95524 23.5301 107.223 7.50378 internal_count=20547 1734 18813 756 1132 18057 270 253 111 602 179 1046 88 17804 158 86 1001 271 135 45 64 91 55 730 486 74 64 514 720 63 is_linear=0 shrinkage=0.05 Tree=4 num_leaves=31 num_cat=0 split_feature=33 54 139 197 36 342 247 368 16 242 56 57 133 179 57 62 356 136 220 303 319 259 287 21 220 355 303 227 178 357 split_gain=2135.9 428.342 163.259 122.234 74.6201 55.743 49.8798 42.8045 60.729 35.4515 33.0808 29.1114 28.6327 27.8074 35.0275 23.1721 22.4068 30.0925 21.974 20.5738 18.4625 14.9814 19.5731 13.6843 14.8612 14.5946 13.4105 13.1779 13.9276 16.3636 threshold=0.017068095505237583 -0.028420955874025818 0.017109815031290058 0.013760338071733715 0.022793600335717205 0.0037505726795643572 0.068614646792411818 0.027173277921974662 0.01288005104288459 -0.00071292123175226141 0.015069114509969951 0.08285462856292726 0.026864360086619857 0.001935496518854052 0.082744181156158461 0.022031183354556564 0.014514397364109756 0.016890892758965496 0.0061150533147156247 0.012563558761030437 0.034547181800007827 -0.0054794051684439174 0.014418117236346008 0.019145653583109382 0.017096978612244133 0.0012175004812888803 0.010162305086851122 0.0083788828924298304 -1.0000000180025095e-35 0.014404932502657177 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 11 12 9 10 -3 -9 -2 23 20 18 -6 17 26 -15 -10 -7 22 -5 25 -25 -4 -1 28 29 -11 right_child=2 4 3 21 15 13 -8 8 19 27 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.11917829816461248 0.21428777332925472 -0.029176477445852562 0.15891094064815925 -0.035297309782823694 -0.036361637935411778 -0.049571953924581913 -0.027052289509869421 -0.0060798507220074897 0.19181842819778663 -0.033804773649685337 0.15671348539839924 -0.052993678308919316 0.0085287352477012579 0.027708335092787778 -0.032623670983063971 0.18935843120543727 -0.045438510767777843 0.2883735231568495 0.26876940447248016 0.058724200753881441 0.18429974135467106 -0.04957045085299433 0.17106716437349087 0.032445053435378651 0.2127893901401702 0.27702307043308955 -0.053440225114622812 0.19349985633333955 0.17895962532254783 0.16678734942370008 leaf_weight=1.7214976847171772 3.0952106155455104 1.8909014053642739 4.4498020485043579 2.7660875171422985 5.7592529803514472 702.67103665322065 3.783465724438428 9.9056621454656106 21.62910441681743 2.1043477319180965 4.5558988340198985 1.5185583904385564 2.3017734438180915 1.8089669309556469 7.5486530885100365 1.4167014658451078 28.028005667030811 1.1682894751429556 1.9801821671426294 3.3538321033120146 0.84488200396299262 17.974936038255692 1.9654902033507822 2.222678165882825 2.3501594699919224 6.3445080630481243 3.2479760311543941 124.53331818059087 7.1508966684341413 1.9670655652880666 leaf_count=28 32 29 30 57 105 17447 71 141 139 24 35 30 32 32 174 13 628 20 20 31 20 429 21 30 16 48 66 739 43 17 internal_value=-0.00175593 0.136115 -0.0411935 0.0521243 0.166265 -0.0469211 0.137709 0.17267 0.126749 0.185829 0.0452058 0.126316 0.172989 -0.0480392 0.0296416 0.00820079 -0.0264901 0.0600376 0.153685 0.173951 -0.0492911 -0.0287332 0.0504262 0.197623 0.125131 0.228333 0.00635733 0.188823 0.13693 0.0631094 internal_weight=982.059 218.433 763.626 44.1589 184.267 719.467 21.4524 177.091 39.4445 137.647 14.4616 4.61377 17.6689 714.854 11.3378 7.17595 34.1658 6.13776 3.78915 24.9829 703.516 22.7065 4.73158 15.3671 4.57284 10.7943 4.96947 135.756 11.2223 4.07141 internal_count=20547 2058 18489 734 1316 17755 227 1198 346 852 176 62 156 17693 226 118 742 114 52 170 17467 507 78 124 46 78 94 823 84 41 is_linear=0 shrinkage=0.05 Tree=5 num_leaves=31 num_cat=0 split_feature=33 54 139 197 36 342 247 178 368 378 57 227 49 339 223 36 265 340 56 32 260 264 204 302 355 214 99 70 283 57 split_gain=1845.01 356.879 140.516 98.0725 57.9777 51.3436 36.2671 35.4205 50.3777 39.6416 27.8755 26.7918 24.4167 32.9309 21.1852 21.0492 22.4482 20.9268 16.9827 15.716 38.7808 43.3018 14.9089 14.8154 21.2644 14.6312 19.9072 13.9128 13.3285 16.0282 threshold=0.017352889291942123 -0.028420955874025818 0.017109815031290058 0.013760338071733715 0.022793600335717205 0.0071891318075358876 0.068614646792411818 0.0013734430540353062 0.025334072299301628 0.019940244033932689 0.082744181156158461 0.0043960057664662608 0.00076703939703293156 0.012198030017316343 0.0093187391757965105 0.0066702850162982949 -0.036672873422503464 0.0007077285263221712 0.012725142296403648 -0.0036232979036867614 0.007228666916489602 0.017863225191831592 0.020503009669482711 0.0081062573008239287 0.0073017973918467769 0.0098071806132793444 0.046135272830724723 0.0023369416594505314 -0.0030932943336665626 0.085822917520999922 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 10 14 8 11 -10 22 -3 13 -1 -4 16 -7 -6 -11 20 21 -17 -2 24 -21 -13 -27 -9 29 -5 right_child=2 4 3 28 17 15 -8 27 9 18 -12 25 -14 -15 -16 19 -18 -19 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.05375433839173635 0.21740605715571007 -0.0025077012270861517 0.025637162664079532 0.16210743113022189 -0.044066345546271535 0.15845269880784896 -0.025743317501035132 0.075372785429839287 0.13865896493222238 -0.030088950265683811 -0.052616556753716272 0.18430815940221593 -0.044131722500667221 0.18802953499259095 0.1705600503296586 -0.052412318161174157 -0.052598235749888089 0.1357418131815715 0.10706693372736016 -0.052184272508313145 -0.045287068219294485 0.362786927625244 0.048401585893852794 -0.050499476687105208 0.21146810988499198 0.030655545722167239 0.15058271927590039 0.17019258535769977 -0.049402494453745005 -0.033867751881088391 leaf_weight=2.7684380486607543 3.0521831884980184 2.7491079531610003 3.0063037462532582 1.8088987842202211 5.3672729879617682 2.5338302403688431 3.6197012476623049 4.002373792231082 9.099584713578226 9.7046634145081025 2.6761345490813255 25.548992302268744 30.219465661793947 2.8663822337985039 15.644916087388991 1.1151120774447902 2.5060580000281325 2.3165990561246872 2.9408653602004042 1.8241810314357274 7.2322461307048798 1.4374375157058237 2.2795369662344456 660.05136147513986 1.3168382942676542 4.1648428589105633 20.45543385669589 115.77620436623693 17.524648156017065 2.4652118496596813 leaf_count=51 32 38 36 23 102 31 70 32 63 146 59 140 713 37 113 27 56 24 25 46 183 27 26 17174 25 26 124 618 434 46 internal_value=-0.00183822 0.119064 -0.0412473 0.0452981 0.144852 -0.0468069 0.119092 0.150175 0.123146 0.0590756 0.0790583 0.149474 -0.0263145 0.0692389 0.147201 -0.0482935 0.0535087 0.0101437 0.00180825 -0.0490558 0.0138491 0.181402 0.145149 -0.0499839 0.0583491 0.157802 0.130295 0.167024 -0.0300942 0.0490733 internal_weight=968.075 237.98 730.095 44.0697 202.126 686.025 22.2709 194.442 74.6635 21.7451 8.00785 52.9184 35.8543 5.63482 18.6512 678.017 5.03989 7.68387 12.6455 672.977 9.7848 2.55255 5.33172 663.192 3.14102 50.1693 24.6203 119.779 21.7988 4.27411 internal_count=20547 2139 18408 722 1338 17686 219 1212 562 234 117 328 801 88 149 17569 87 126 171 17482 237 54 58 17245 71 290 150 650 503 69 is_linear=0 shrinkage=0.05 Tree=6 num_leaves=31 num_cat=0 split_feature=33 54 139 197 36 342 368 54 287 205 57 179 197 332 340 123 326 222 57 56 319 283 57 227 87 366 36 0 107 28 split_gain=1619.62 289.723 131.876 82.3465 53.3547 47.2164 32.7025 51.2724 30.9681 24.6079 22.4305 20.3222 22.8669 19.1471 18.5396 17.4172 21.8863 16.9255 16.4621 16.2748 14.5563 12.3691 14.0843 11.2588 11.8574 11.8158 10.9546 16.2133 10.7785 13.6 threshold=0.017352889291942123 -0.030398719944059845 0.017109815031290058 0.013760338071733715 0.022793600335717205 0.0071891318075358876 0.028253580443561081 -0.0197598822414875 0.0091847581788897532 -0.00021102699247421694 0.082744181156158461 0.001935496518854052 0.0069145362358540305 0.006986831547692419 0.0007077285263221712 0.015027843415737154 0.014920476358383896 0.012324375566095115 0.07648335769772531 0.014638309832662346 0.034547181800007827 -0.0030932943336665626 0.085446521639823927 0.0083788828924298304 0.017516053281724456 0.013100030366331341 0.0066702850162982949 0.013201785273849966 -0.048740752041339867 0.0085667693056166189 decision_type=2 2 2 2 2 2 2 2 2 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 5 8 6 10 9 -8 18 -3 -2 20 -13 -9 -6 -1 -17 -10 -4 -15 26 22 -5 25 -25 -11 27 -7 29 -26 right_child=2 4 3 21 14 11 7 13 17 23 -12 12 -14 19 -16 16 -18 -19 -20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31 leaf_value=-0.045546987565428826 0.12514564529963373 -0.0051371644772005365 0.12863012830838139 0.14606507196324511 -0.044604534503872015 0.15054848480857996 -0.022948259268334523 0.1454190557470649 0.035656976279747739 0.12418441888117307 -0.052483153970735642 0.14833855002026561 -0.021608083496622247 -0.00019433658965759617 0.11692320832010723 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434 48 355 25 22 17256 54 411 17 internal_value=-0.00189894 0.107292 -0.0408484 0.0421177 0.127792 -0.0465111 0.132735 0.0905637 0.106203 0.141959 0.0712246 -0.0480374 0.0206355 0.1205 0.0043227 -0.0338603 0.0835151 0.141184 0.0126881 0.0561446 -0.0491782 -0.0295288 0.044872 0.144385 0.148232 0.101254 -0.0494856 0.0326069 0.136055 0.0670567 internal_weight=952.06 250.317 701.743 44.8364 218.574 656.907 210.161 37.7209 23.6671 172.44 8.40664 648.5 10.597 29.8489 8.41296 31.7432 2.87437 17.2241 6.44295 8.33163 637.903 21.1694 4.41994 169.643 155.751 13.892 636.848 4.03799 87.5462 5.31638 internal_count=20547 2139 18408 722 1401 17686 1258 319 219 939 117 17569 216 185 143 738 47 117 102 69 17353 503 69 904 808 96 17333 77 453 42 is_linear=0 shrinkage=0.05 Tree=7 num_leaves=31 num_cat=0 split_feature=33 54 139 197 147 342 336 223 259 287 57 49 36 265 49 251 14 5 97 33 337 19 140 319 303 330 331 162 302 146 split_gain=1441.23 297.703 97.5594 66.0048 49.5569 46.3534 39.2542 31.1309 20.7717 19.8859 19.8582 19.4567 18.507 17.1782 16.8288 16.1531 15.9154 14.9358 33.2031 26.7862 14.6347 11.9096 15.622 11.6161 10.5059 16.1735 12.4953 10.1331 9.74139 22.6359 threshold=0.018044746480882171 -0.030398719944059845 0.017109815031290058 0.015591196250170471 0.002060117782093585 0.0071891318075358876 -0.051260273903608315 0.0077299533877521762 0.0017048865556716921 0.0095077687874436396 0.082744181156158461 -0.0011495577637106178 0.0057925016153603801 -0.036672873422503464 -0.0064329504966735831 0.010413243900984527 0.0041147395968437203 0.017590790055692199 -0.043137818574905389 0.0088348928838968294 -0.018928161822259423 0.013315138407051565 0.017141853459179405 0.034547181800007827 0.013916617725044491 0.0029890887672081594 0.020295299589633945 0.013184054289013149 0.0081062573008239287 0.0022146304836496715 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 5 7 -3 10 11 -4 17 16 -2 -6 13 -7 -1 -10 -9 24 19 -19 -20 22 -22 28 -8 26 -26 -24 29 -14 right_child=2 4 3 -5 6 12 8 9 15 -11 -12 -13 23 -15 -16 -17 -18 18 20 -21 21 -23 27 -25 25 -27 -28 -29 -30 -31 leaf_value=0.14506302055105114 0.11821017715574891 -0.043050436309869156 -0.031741597541006993 -0.041204635281554269 0.094018179502904239 0.14217957270283191 0.14011189519292105 0.12455506168952937 -0.024372483245475189 0.14570855285224871 -0.052345576049015109 -0.037177614774997335 -0.052233021784121918 -0.052406219188843764 -0.042810902699484968 0.12709766199174174 -0.052952816944420222 0.10547576193407789 0.14301721132750964 -0.026177908578271371 -0.035703463557308461 0.13068551090576513 0.030354487588095891 0.099998932438361929 -0.042561281373043741 0.14275483614716267 0.1161501877052428 0.15415109552847947 -0.049916645099256973 0.22600561291280524 leaf_weight=1.2327207066118706 6.0214225016534311 4.8295776434242716 4.4488631412386921 17.296436816453934 5.6089578159153461 2.4466728493571281 127.09621162712574 2.3759643696248558 4.1443012207746497 14.061603546142576 2.3817116282880306 5.6956167556345445 2.3315027393400665 2.1143909208476535 36.042586717754602 3.0595066994428635 2.6951852589845657 8.1494002528488618 39.004673160612583 7.3463725931942454 3.3707895278930682 9.2371187359094602 3.09578637778759 1.3031656555831421 2.9686561077833158 6.4857828207314014 2.1298717632889748 3.5467189438641071 602.81057300418615 1.0648177340626714 leaf_count=15 55 97 81 439 41 24 621 25 49 87 58 106 59 51 894 25 56 47 204 86 25 44 25 23 35 35 11 22 17188 19 internal_value=-0.00193672 0.0947063 -0.0418366 0.0329812 0.115466 -0.0467657 0.118781 0.0873945 0.123457 0.115097 0.0698693 0.0279174 -0.048367 0.0519746 -0.0365978 0.0399579 0.0302142 0.126289 0.108109 0.0430602 0.125411 0.0897389 0.0519662 -0.0491203 0.135957 0.0903733 0.0237392 0.0964548 -0.0494409 0.0350006 internal_weight=934.397 273.045 661.352 40.8781 235.769 620.474 230.94 23.5816 219.635 19.1328 8.40313 11.3046 612.071 4.56106 37.2753 7.20381 5.07115 212.431 73.7509 15.4958 58.2551 19.2504 10.0133 607.51 138.681 11.5843 5.09853 6.64251 606.207 3.39632 internal_count=20547 2382 18165 688 1473 17477 1376 249 1229 168 113 147 17364 75 909 74 81 1155 453 133 320 116 72 17289 702 81 46 47 17266 78 is_linear=0 shrinkage=0.05 Tree=8 num_leaves=31 num_cat=0 split_feature=33 54 139 197 342 147 336 223 36 36 287 85 57 178 368 283 278 49 265 239 189 270 14 92 235 235 290 32 33 302 split_gain=1293.27 252.085 92.4175 57.7937 43.0635 41.6196 33.4697 26.023 20.7098 17.41 15.8442 15.5205 15.2104 14.6631 26.4329 26.7541 22.1048 14.5211 14.1732 14.1385 13.7321 14.795 13.5743 12.5707 15.1985 12.316 13.5618 11.857 25.368 10.4259 threshold=0.018044746480882171 -0.030398719944059845 0.017109815031290058 0.015591196250170471 0.0071891318075358876 0.002060117782093585 -0.054630417376756661 0.0077299533877521762 0.022793600335717205 0.0057925016153603801 0.0095077687874436396 -0.019039294682443138 0.074079714715480818 0.0013734430540353062 0.024710624478757385 -5.2079818487982259e-05 0.036126332357525832 -0.0064329504966735831 -0.036672873422503464 0.023104910738766197 0.0020383658120408659 0.0066704642958939084 0.0041147395968437203 0.0048422869294881829 0.0007015634619165213 0.0040824185125529775 0.011772071011364462 -0.0036232979036867614 0.023214771412312988 0.0069772866554558286 decision_type=2 2 2 2 2 2 2 2 2 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 7 11 -3 -7 -4 13 18 22 -2 -10 14 20 19 -17 -1 -6 -16 21 -8 -9 24 -22 -13 -27 28 -11 -29 right_child=2 5 3 -5 9 6 8 10 12 27 -12 25 -14 -15 15 16 -18 -19 -20 -21 23 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.12364692981305203 -0.053392004849018918 -0.042513759021605126 -0.031001425925632677 -0.040666773991679651 0.12329847110446795 -0.018665279646862584 -0.044116969439137878 0.1099951721749749 0.13374981810297021 0.18479033103168074 0.13019992075823902 0.17493966538822725 -0.032020741268574661 0.12369588658818076 0.029849114457230288 -0.045433124951759996 0.11399870284491243 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internal_value=-0.00196383 0.0874381 -0.0414698 0.0310936 -0.046485 0.105634 0.108507 0.0801506 0.11125 -0.0481281 0.104161 0.0638467 0.0218702 0.113717 0.0976393 0.0549409 -0.00320334 -0.036016 0.0478236 0.0998239 0.115326 0.0595788 0.0282808 0.125279 0.0906141 0.101826 0.0378447 -0.0489034 0.00800568 -0.0498008 internal_weight=915.421 280.546 634.875 41.0426 593.832 244.507 239.857 24.3775 234.792 585.118 20.0472 8.71423 6.30688 228.485 87.5031 25.6296 11.1653 36.0383 4.68962 14.4643 61.8735 9.37316 5.12187 52.5003 17.4568 6.58201 3.51023 580.429 9.0107 571.418 internal_count=20547 2382 18165 688 17477 1473 1376 249 1296 17364 168 113 89 1207 550 239 131 909 75 108 311 52 81 259 89 71 50 17289 229 17060 is_linear=0 shrinkage=0.05 Tree=9 num_leaves=31 num_cat=0 split_feature=33 54 139 197 342 147 336 223 259 36 5 97 33 57 303 204 123 155 17 41 196 222 29 32 343 202 302 146 249 156 split_gain=1168.2 216.548 87.6738 51.0165 40.2004 35.5216 28.4314 22.0804 17.8878 16.4351 15.0697 31.0104 22.3672 14.6898 14.3207 13.8712 13.5856 13.7943 12.9441 12.4966 12.4411 12.2381 13.3277 11.5908 22.0786 28.1226 10.0484 16.6282 9.99857 12.9484 threshold=0.018044746480882171 -0.030398719944059845 0.017109815031290058 0.015591196250170471 0.0071891318075358876 0.002060117782093585 -0.054630417376756661 0.0077299533877521762 0.0017048865556716921 0.0057925016153603801 0.017590790055692199 -0.043137818574905389 0.0088348928838968294 0.082744181156158461 0.013136515859514477 0.020970483310520652 0.015027843415737154 0.010146813932806255 0.02411805093288422 0.0006232984014786781 0.015737851150333885 0.012647034600377085 0.02603208459913731 -0.0036232979036867614 0.025542177259922031 0.0042068860493600377 0.0081062573008239287 0.0022146304836496715 0.018905714154243473 -0.0012630083365365861 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 4 7 13 -3 -7 -4 10 20 -8 12 -12 -2 21 -10 -1 -18 -14 -13 -6 22 -9 24 -11 -26 27 -25 -21 -30 right_child=2 5 3 -5 9 6 8 14 15 23 11 19 18 -15 -16 -17 17 -19 -20 28 -22 -23 -24 26 25 -27 -28 -29 29 -31 leaf_value=-0.045784478716847335 0.096464507129174995 -0.041971898991640166 -0.030262784852037285 -0.04012142313774622 0.1106677147751458 -0.017990134862302921 0.1144219669937146 -0.054731241755671567 0.080047728172907007 -0.044703566658109463 0.086349356447644271 0.016317767770251762 -0.051634237109450899 -0.052170033052638898 -0.0093654274108818311 -0.056748368634047433 -0.052891008570302302 0.14821850001686823 0.099811051471523082 0.12081564482352967 -0.05333833652578851 0.1329925296332489 0.13335449044790237 -0.052201252982234131 -0.052359707506815636 0.26691836790846096 -0.050144913399952473 0.17976003199944157 0.10239081106265864 -0.006660641095369374 leaf_weight=31.397742729634047 6.6597656831145269 4.4794387966394416 4.2171719036996391 16.062323655933142 2.8551276288926593 4.9937263131141654 151.21707163006067 2.0457215458154745 4.9178969152271739 6.2621068917214853 9.1693883351981658 3.7948547564446917 7.6134118437767011 2.2152797468006611 2.8287413306534281 2.9736373461782932 1.5364863388240331 1.9158365204930303 1.731867332011461 46.787426061928272 1.9433880187571047 14.184606611728666 1.7454731427133081 1.9862298630177968 1.2458664663136008 1.5449722893536089 542.24656695500016 1.2644414678215978 9.7822207547724229 3.7715096287429324 leaf_count=852 55 97 81 439 35 80 721 33 36 171 50 32 102 58 40 43 35 22 10 236 40 81 14 51 33 25 16991 18 45 21 internal_value=-0.00198221 0.0813659 -0.0411159 0.0294199 -0.0462158 0.0975678 0.100101 0.074061 0.10254 -0.047891 0.105039 0.0878708 0.0308684 0.0593642 0.0952079 0.0285011 -0.0354327 0.058713 -0.0235684 0.104326 0.0442456 0.111664 0.0318638 -0.0486883 0.00742408 0.124389 -0.0496195 0.0380267 0.109861 0.0720458 internal_weight=895.39 286.083 609.308 41.084 568.224 251.232 246.753 25.0217 241.759 559.349 233.868 82.6507 18.5147 8.87505 20.8045 7.89153 34.8501 3.45232 9.34528 64.136 4.79852 17.9758 3.79119 554.55 9.05295 2.79084 545.497 3.25067 60.3412 13.5537 internal_count=20547 2382 18165 688 17477 1473 1376 249 1296 17364 1217 496 162 113 168 79 909 57 112 334 75 128 47 17289 229 58 17060 69 302 66 is_linear=0 shrinkage=0.05 Tree=10 num_leaves=31 num_cat=0 split_feature=33 163 139 36 36 342 372 368 140 36 242 90 247 303 348 19 319 378 188 238 378 313 317 179 197 207 380 33 211 87 split_gain=1060.12 189.322 83.2103 46.1688 40.79 37.7009 29.27 31.4845 28.5103 27.6922 19.9668 16.2835 15.8374 15.0198 14.9324 12.3815 11.4747 11.3529 10.5612 10.3257 10.1159 10.1129 12.4384 9.95739 12.7961 8.81785 8.38428 18.4514 34.3681 8.29494 threshold=0.018044746480882171 0.0086975693702697771 0.017109815031290058 0.029387619346380237 0.022793600335717205 0.010850425343960525 0.075939953327178969 0.028372168540954593 0.032638164237141616 0.0192545410245657 -0.00071292123175226141 0.021614231169223789 0.068246867507696166 0.01364612625911832 0.023794251494109634 0.0012870971695519986 0.034547181800007827 0.01751603186130524 0.0053837993182241925 0.0015857158578000965 0.016890941187739376 0.018897381611168388 0.012866056989878418 0.001935496518854052 0.0069145362358540305 0.019835197366774086 0.019274330697953704 0.024826208129525188 0.012823019176721575 0.01290935790166259 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 9 7 11 13 12 29 -3 -2 21 -6 18 23 -9 -12 20 -13 22 -4 26 -25 -10 -7 28 -28 -8 right_child=2 4 3 -5 14 16 10 17 25 -11 15 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.046043099927721536 0.1330801475198716 -0.00056653001693053779 -0.0094839273197983576 -0.048777962046015089 -0.036247850291961585 -0.050456750088649242 -0.053867462864409132 0.084447455099168789 -0.045924282452738913 -0.052213396707338045 -0.031188125917396843 0.11987772933493378 0.0077980800566301734 -0.018736739110952038 0.12035024773020553 0.10391449533432745 0.10109012675093197 -0.053856174319816097 0.092266312493604605 0.1551110514063497 0.0048631998848958861 0.15088196384137287 0.11363593355634644 0.1184809406877122 -0.028870753833718649 0.10425050141297142 0.33501772405388253 -0.040068841867885355 -0.051797119030714656 0.086480145336548173 leaf_weight=28.585404418408871 5.8366960790008324 4.4178138934075895 2.9633663110435098 13.258581301197408 8.4465100616216642 506.66585546731949 2.9451630339026442 1.830871406942604 5.9768606834113589 6.6155689489096394 3.1700861677527419 4.4224040359258634 4.4426741767674685 2.5604228414595118 1.8569668754935253 211.25563110783696 1.2823030911386002 7.8275813944637775 3.8197949603199959 6.6134886890649796 3.3675420917570591 8.3719672076404077 6.6656903401017189 1.9359527230262736 6.1659587658941746 1.1685994267463682 1.026538306847214 8.560606583952902 1.3032688833773134 1.6385002247989175 leaf_count=770 51 46 42 368 170 16612 56 10 133 188 27 20 81 48 15 994 19 168 23 38 31 50 34 28 161 13 21 275 41 14 internal_value=-0.00199542 0.0761315 -0.0407646 0.0279547 0.0894811 -0.045941 0.0934787 0.0457482 0.0646736 0.0275805 0.0995792 0.0834082 0.0789341 0.0945732 -0.00802461 0.101748 -0.0482983 -0.0276391 0.0362766 0.109165 0.0701577 0.11069 0.0757455 -0.0486627 0.00633895 -0.021364 -0.0495237 -0.00611645 0.118638 -0.00369807 internal_weight=874.999 290.198 584.801 40.9655 261.612 543.835 251.309 28.4797 27.7069 16.8949 222.829 18.8212 10.2794 20.5614 10.3035 218.246 526.94 9.65845 6.98988 14.4034 7.78995 18.001 9.62906 525.658 8.10191 7.14546 517.556 10.8904 2.32981 4.58366 internal_count=20547 2382 18165 688 1612 17477 1427 313 320 320 1114 135 132 174 185 1044 17157 178 50 89 51 126 76 17138 189 146 16949 337 62 70 is_linear=0 shrinkage=0.05 Tree=11 num_leaves=31 num_cat=0 split_feature=33 163 139 36 342 36 336 20 303 343 242 372 3 0 222 284 337 331 66 97 241 116 220 147 131 164 49 92 290 97 split_gain=966.041 166.343 78.9717 41.6264 36.0178 35.3993 26.4404 25.4624 24.7355 18.1438 17.5648 17.5105 13.2754 12.9795 12.652 12.384 11.5179 22.4254 23.4453 12.3644 11.5038 18.129 33.1934 10.8361 10.1205 9.85932 9.51645 8.75073 15.3273 7.91893 threshold=0.018044746480882171 0.0086975693702697771 0.017109815031290058 0.029387619346380237 0.010850425343960525 0.022426181472837928 -0.051260273903608315 0.0063975681550800809 0.0093231312930583971 0.024992495775222782 -0.00071292123175226141 0.084112286567688002 0.018361854366958145 0.013129446189850571 0.012647034600377085 0.010243086609989406 -0.018541766330599781 0.021158865652978424 -0.0053754549007862798 -0.040080834180116647 0.026439000852406028 0.0077147376723587522 0.0074357267003506431 0.032886553555727012 0.017212569713592533 0.0015029330970719459 -0.016267783008515831 0.001863747835159302 0.013515707571059467 -0.04976327717304229 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 8 6 9 23 13 -3 -8 -11 -7 -2 24 -10 29 18 -18 -20 26 22 -22 -4 -9 -21 -6 28 -28 -12 right_child=2 5 3 -5 20 12 10 14 15 11 16 -13 -14 -15 -16 -17 17 -19 19 25 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.045640004907701898 0.13815514272757931 0.15809369178501209 -0.052835526847013294 -0.048495888608165644 0.11505275239738502 0.080713630972754108 -0.0055088295816131437 -0.040783125618814246 -0.05219680398346499 -0.054349643563267991 0.064739743392656576 0.077661248428044338 -0.041660317035121783 -0.00057838965307143776 0.10872312994436328 0.11330728077337376 0.10372931799711219 0.09674789173147097 -0.045309939161520874 0.091185550129582141 -0.052330416009352246 -0.035243134528549457 0.34802257062912795 0.10080930777029609 0.11597481307844071 -0.01739366475501903 -0.051701790964320621 -0.049764846852715955 0.20382004151460473 0.10353638301001218 leaf_weight=27.42541915923357 5.1387769393622902 1.9532661288976658 5.6171146910637644 12.683472521603106 0.88243385031819244 3.1430879700928909 4.6099684815853825 2.9323981218040016 7.9804490320384485 7.0518942289054376 14.394388224929569 3.90192511677742 7.5151288062334061 2.5090802311897278 16.434958774596453 1.3167662024497984 8.6746163032948989 45.852214924991131 7.4698095358908168 4.7055199481546861 1.0820336584001773 5.2720352001488209 0.99274238571524609 1.4422076884657142 1.5868040807545183 3.7623675987124443 1.568611113354563 492.83889362029731 0.93772322311997403 152.48865347728133 leaf_count=770 35 13 137 368 19 36 71 49 230 151 109 25 155 47 111 8 42 198 70 25 32 154 18 11 12 26 51 16869 14 691 internal_value=-0.00200465 0.0715935 -0.040422 0.0266557 -0.0456665 0.0837023 0.0874357 0.0606816 0.0260337 0.0177081 0.0911553 -0.00732526 -0.00557247 0.09264 0.0883499 -0.0287564 0.0930328 0.0760822 0.0375824 0.00157974 -0.0480791 0.0140293 0.139231 -0.0214461 0.0142585 0.0429427 -0.0489987 -0.0492909 0.0438995 0.10019 internal_weight=854.165 292.948 561.217 40.697 520.52 265.523 254.865 28.0135 16.9451 12.9071 241.958 10.9538 10.6582 7.64786 20.9542 9.29722 237.348 70.4645 24.6123 15.9377 503.574 7.34681 2.07478 7.05932 4.5192 8.46789 496.228 495.345 2.50633 166.883 internal_count=20547 2382 18165 688 17477 1612 1421 320 320 189 1232 176 191 82 172 238 1161 361 163 121 17157 204 50 148 61 51 16953 16934 65 800 is_linear=0 shrinkage=0.05 Tree=12 num_leaves=31 num_cat=0 split_feature=33 163 179 57 96 36 303 336 151 342 372 41 213 128 36 239 340 220 52 116 74 56 68 296 175 372 335 55 188 249 split_gain=883.535 147.275 75.0816 44.6088 43.3394 31.1576 28.7537 22.9656 17.1326 16.9402 15.8001 15.463 18.6031 15.8961 13.7772 13.6689 13.0258 10.4383 12.6475 10.0028 9.85933 9.85189 9.60494 8.48866 10.0029 8.26714 17.8726 21.3498 8.40297 13.4683 threshold=0.018044746480882171 0.0086975693702697771 -0.0012347003794275222 0.088111709803342833 0.018357907421886924 0.022793600335717205 0.0086623253300786036 -0.051260273903608315 0.016397181898355487 0.010002593044191601 0.080943409353494658 0.0028876591240987186 0.00718816020525992 0.0073273850139230498 0.0192545410245657 0.014255861751735212 0.0007077285263221712 0.020086875185370449 0.0076014243531972179 -0.0042814596090465775 0.0080390856601297873 -0.010693679098039864 0.021895708516240123 0.014659245964139702 0.0049329446628689775 0.082288656383752837 0.02553484216332436 0.016675821505486969 0.0016182512044906618 0.018905714154243473 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 7 20 10 15 14 -3 12 -9 -14 17 -4 -7 18 -2 -11 -6 -13 -15 24 -17 26 -23 -28 29 -27 right_child=2 5 3 -5 6 16 -8 11 -10 19 -12 21 13 22 -16 23 -18 -19 -20 -21 -22 25 -24 -25 -26 28 27 -29 -30 -31 leaf_value=-0.045230581317350818 -0.053431856893222898 -0.033975321194402303 -0.0071236952236106432 -0.037667103482185535 0.0072405240736738326 -0.045708130660562535 -0.03550005744034665 0.11258955857343163 -0.0042438889295366104 0.080652407570355578 0.077471304371410254 -0.03164026547515647 -0.032231906803063613 0.027407485365781432 -0.052408381510873861 0.26622395181394365 0.077349793403196809 0.1680582146887093 0.11230334977764296 -0.049614918256431891 0.13798113697095146 0.092496413459750682 0.1359212583108903 0.068015282152676132 0.12287461390439147 0.092082513683953177 -0.03974501497683891 0.078301229011668153 0.10218745257202665 0.022402439728317486 leaf_weight=26.318096416071057 2.5003740098327381 6.9739793632179481 2.6739889513701263 15.640752511098979 1.9156294073909501 6.9455336797982437 6.7513831537216902 7.7052748873829868 5.5592268146574488 1.4782384503632773 5.8463392145931721 1.6600139178335656 8.0283743385225552 5.9926193282008153 4.5537158828228712 1.4568232130259255 3.1148313041776419 1.6892437264323232 2.1331378370523453 473.35236238688231 5.8323252983391285 36.377207327634096 3.091089878231287 5.647382751107215 7.3911966662853956 29.100522320717573 6.6063200943171969 9.1151604875922185 128.43364116735756 9.1044384613633138 leaf_count=770 55 151 46 475 39 161 199 34 119 36 38 24 93 44 135 13 24 11 19 16871 43 165 21 64 40 128 81 56 550 42 internal_value=-0.00200973 0.067638 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11.0099 10.7155 10.679 9.89384 9.40151 12.2229 9.10764 8.4874 8.28594 8.28524 8.2065 8.15493 8.10153 16.7552 15.201 threshold=0.019461587071418766 -0.030398719944059845 -0.0012347003794275222 0.087630107998847975 0.018357907421886924 0.021457603201270107 0.0086623253300786036 -0.042070699855685227 -0.0092156701721250994 0.0048491328489035377 0.018237853422760967 0.0061023633461445579 -0.03632035851478576 0.091283824294805541 0.018418527208268646 0.014670441858470442 0.00729430583305657 0.017933064140379432 0.001072873827069998 0.010002593044191601 0.020797931589186195 0.019940244033932689 0.016129422932863239 0.022730405442416671 0.026912312023341659 -0.00083257281221449364 0.021940921433269981 -5.2079818487982259e-05 -0.00045246879744809115 0.00372625794261694 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 4 11 19 7 15 9 -9 -3 13 14 21 27 -4 22 26 -13 -10 20 -2 -1 -6 -12 -15 -20 -11 -7 29 -29 right_child=2 5 3 -5 6 10 -8 8 18 16 23 17 -14 24 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1.818947410210966 2.3894817512482396 11.72597395069897 3.023625586181879 9.9126808792352659 1.5358388666063545 1.7749902177602148 441.59323525056243 1.5527510140091179 36.251216188073158 1.8250153809785841 3.5854298807680607 2.8031671047210693 21.62888499721884 2.3404437862336636 7.2845296058803788 53.021723860874772 8.6993892993777973 leaf_count=30 191 42 28 471 44 617 194 72 25 53 13 94 22 31 91 20 146 10 12 16514 14 1187 8 50 14 118 55 52 237 92 internal_value=-0.00200761 0.0607846 -0.0418753 0.0221724 -0.0464649 0.0748401 0.0297014 0.0436027 0.071478 0.00603208 0.0827198 0.0701583 -0.0355511 0.084881 0.0983849 0.0998592 -0.0180927 0.00212674 0.0880767 -0.0485362 0.00112483 -0.0419148 0.0368431 0.00108565 0.00768108 0.0999104 0.0250436 0.0868011 0.0727834 0.0279101 internal_weight=811.54 315.16 496.38 33.1916 463.189 275.032 12.2623 55.402 31.8047 23.5973 219.63 18.2985 40.1277 213.965 12.9327 6.33297 17.8899 5.36582 26.9786 450.926 9.33305 38.3087 3.30934 5.66454 5.19265 23.4039 7.97718 208.773 69.0056 15.9839 internal_count=20547 2868 17679 694 16985 1629 266 523 227 296 1106 223 1239 1043 119 72 254 104 155 16719 205 1217 52 63 45 130 108 998 381 144 is_linear=0 shrinkage=0.05 Tree=14 num_leaves=31 num_cat=0 split_feature=33 54 342 36 36 265 368 308 354 130 123 283 181 57 229 375 25 336 331 273 281 332 65 360 336 263 33 117 57 169 split_gain=751.095 189.233 39.9313 29.2356 28.1923 23.5326 20.8368 27.5158 20.3989 18.4318 18.177 15.353 14.4388 12.429 13.0461 11.8979 11.7704 10.6263 9.90802 9.88287 10.2184 9.28244 11.9732 8.62317 8.05924 9.57539 7.45838 9.15778 7.25594 6.92963 threshold=0.020789578557014469 -0.030398719944059845 0.012221235781908037 0.022426181472837928 0.019161686301231388 -0.030054404400289055 0.028253580443561081 0.025140811689198021 0.033445047214627273 0.025240866467356685 0.01399035193026066 -0.0066525686997920266 0.019322912208735946 0.079138156026601805 -0.0015040854923427103 0.0095168054103851336 0.014810896478593351 -0.034308116883039468 0.024421436712145809 -0.010763209313154219 -0.0024820690741762515 0.0068191143218427905 -0.018860941752791401 0.031835911795496948 -0.022681105881929394 0.015912761911749843 0.017068095505237583 0.012908542994409801 0.068282529711723342 0.020884551107883457 decision_type=2 2 2 2 2 2 2 2 2 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 5 13 6 16 21 17 24 -11 -9 -5 -2 -15 -12 19 23 28 -3 29 -8 -23 -1 -4 -26 -18 -28 -13 -21 right_child=2 3 9 12 -6 -7 7 11 -10 10 15 18 -14 14 -16 -17 26 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.048584932052014279 0.099785268106379124 -0.028811420512898752 -0.049383324704907229 0.089842753799026287 -0.0414018510359246 -0.042539598690094604 0.093829576420641936 0.1219891437845953 0.15082112802396427 -0.03983650622197471 0.23407549140335854 0.075097619625257628 -0.025656870457808314 0.10733431819709068 -0.052690982870160469 0.038606546407323972 0.084487638987175498 0.084673801164215579 0.065830000285023629 0.092692199280885582 0.0072480606828257289 -0.029200286818915691 0.087031431570298051 0.11870504444121431 -0.051637239223817959 0.15007344223943037 0.095961308992289593 0.18153850563323079 -0.048855630899938503 0.026051309819082036 leaf_weight=45.390129286795855 8.8528484441339987 3.1692960225045672 419.19204100966454 3.5594370551407328 11.731280222535132 4.2560181338340035 21.155283613130454 2.2050254419446018 1.4222507122904051 3.9223161414265624 1.3436189349740746 1.3088819738477493 11.284024875611065 1.9792021736502636 3.5726896207779646 1.8509033266454933 170.11891429871321 1.6165098994970311 2.8601322285830966 18.925399027764801 6.2759746797382858 4.1415820140391588 4.7645827159285528 0.78361129947006603 1.2508418858051293 1.1108701135963199 10.580594433471559 4.4372151400893918 12.050057923421262 4.9137700498104087 leaf_count=1575 53 18 16350 27 378 96 94 13 26 128 19 10 254 18 95 21 757 18 15 80 35 45 22 13 43 7 67 39 207 24 internal_value=-0.00200403 0.0547826 -0.043859 0.0703657 0.0161415 0.0741059 0.0759659 0.0463144 -0.0357811 -0.0475173 0.0322775 -0.00179914 0.00203974 0.0630051 0.00435668 0.120821 0.082548 -0.0413344 -0.0186285 0.0551736 0.0640122 0.0758022 0.0329809 -0.0457459 -0.0488644 0.0432407 0.0874694 0.121246 -0.0367109 0.0789561 internal_weight=790.025 335.219 454.807 286.006 26.136 271.163 266.907 48.4855 49.2125 428.671 7.11684 18.4241 14.8435 14.4047 5.55189 3.19452 218.421 47.7903 16.2191 33.2844 30.1151 30.0614 8.90616 46.1737 421.554 2.36171 185.137 15.0178 13.3589 23.8392 internal_count=20547 3435 17112 1803 544 1522 1426 406 1632 16568 168 245 281 166 113 40 1020 1606 232 157 139 161 67 1588 16400 50 863 106 217 104 is_linear=0 shrinkage=0.05 Tree=15 num_leaves=31 num_cat=0 split_feature=33 54 342 36 303 265 368 308 123 277 130 331 259 144 300 25 172 315 273 270 57 379 179 223 234 49 378 41 279 92 split_gain=694.51 170.043 38.2963 26.1879 25.9182 21.0405 18.6147 24.9914 18.3959 17.8281 17.573 16.4997 15.593 14.148 13.6426 12.0164 10.9994 10.5594 9.38161 9.62363 8.23617 8.09305 7.84073 10.2513 8.61155 7.91059 7.51905 6.41996 6.3679 6.22012 threshold=0.020789578557014469 -0.030398719944059845 0.012221235781908037 0.022426181472837928 0.0095257163047790545 -0.030054404400289055 0.027412990108132366 0.027640041895210746 0.015027843415737154 0.0053447457030415544 0.025240866467356685 0.012200738303363325 -0.0084118391387164575 0.0063480620738118896 -0.0010111377341672776 0.014810896478593351 0.015837805345654491 0.0048716675955802211 -0.012625924777239559 0.0017165144672617318 0.07648335769772531 0.0081484350375831145 0.001935496518854052 0.010491936933249237 0.0044065639376640328 -0.016267783008515831 0.019940244033932689 0.0029427716508507733 0.011448245961219074 0.0044831533450633296 decision_type=2 2 2 2 2 2 2 2 2 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 5 16 6 15 11 26 -9 22 -8 17 -10 28 18 -2 -12 -3 -20 -6 -11 25 -24 -25 -4 -1 -21 -5 -17 right_child=2 3 10 14 20 -7 7 9 13 21 12 -13 -14 -15 -16 29 -18 -19 19 27 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.056031683297328196 -0.036272556866629266 -0.049179323339792275 0.090564903712137934 0.11476548938011966 0.044093029705381918 -0.04195075399747316 -0.013628118938116641 0.092157964372539147 0.1453127660005582 0.081017006314095849 0.18664882149251152 0.081468149105109716 -0.051688167544195612 -0.023619416209723611 -0.03424446429805271 0.068829991992897771 0.089876285088527755 0.022949983337156449 -0.021753751097554751 0.0124292884502965 -0.051785258211659302 -0.042783773360618123 -0.051982627871443227 0.17287856947526525 0.0039873188383860404 -0.049963387264491482 -0.050288639842203969 0.079294969875238597 0.0045563406406511778 0.089801832835937456 leaf_weight=1.7336269319057453 2.0834138859063414 2.1908963620662716 1.0039795152842987 2.9609965384006509 2.8250163514167062 4.1038477700203648 5.2584297452121964 3.8623091131448772 2.3352054897695771 1.4795532263815392 1.7835870124399664 34.405740518122911 3.2226282227784386 2.6411761604249477 9.4078039079904521 48.641534650698304 10.128995236009358 2.2005028929561377 3.3473499566316631 4.2966206818819073 10.814044132828711 12.248762791976331 3.7285760529339305 1.2437553461641075 1.9197062551975248 394.5462441034615 40.769913455471396 21.820332372561097 2.3516610991209745 129.44959572888911 leaf_count=29 35 13 20 16 38 96 54 25 26 8 25 172 111 64 225 222 92 32 18 25 379 201 115 12 38 16215 1513 93 40 595 internal_value=-0.00200039 0.0523214 -0.043575 0.0668771 0.0154475 0.0704037 0.0721306 0.046862 -0.0353028 -0.00274219 -0.0472997 0.0688609 0.0300878 0.0556533 0.00192725 0.0790283 0.0683555 0.0962343 0.050642 0.0580645 -0.0319263 -0.0294413 -0.0486855 0.00418627 0.0703891 -0.0496067 -0.0459521 0.0682946 0.0659811 0.0840739 internal_weight=768.806 333.305 435.5 285.825 25.8515 271.105 267.001 57.2548 47.4799 17.5906 409.649 39.6642 7.20672 4.97638 14.7205 209.746 12.2124 3.98409 31.6552 29.4643 13.6391 13.7283 402.442 6.89204 3.16346 395.55 42.5035 26.117 5.31266 178.091 internal_count=20547 3435 17112 1803 544 1522 1426 460 1632 234 16568 226 168 90 281 966 127 57 149 136 417 209 16400 165 50 16235 1542 118 56 817 is_linear=0 shrinkage=0.05 Tree=16 num_leaves=31 num_cat=0 split_feature=33 54 342 36 36 49 92 354 186 18 238 336 118 17 364 301 57 229 336 277 41 213 179 256 279 360 320 87 368 278 split_gain=643.436 153.458 36.7825 24.0478 23.819 17.2014 21.1033 17.1055 16.91 16.5255 15.214 13.1645 12.6722 12.2764 11.3525 10.0116 9.82037 12.8093 8.93719 8.7721 8.70583 10.8192 8.52821 10.3777 8.42216 7.84443 7.46677 7.20952 6.83189 12.4156 threshold=0.020789578557014469 -0.030398719944059845 0.012221235781908037 0.016190660186111931 0.019161686301231388 -0.0080016190186142904 0.015271714422851803 0.033445047214627273 0.01710753329098225 0.02120262943208218 0.0070566558279097089 -0.051260273903608315 0.017568829469382766 0.019340461120009426 0.010951132047921421 0.018939174711704258 0.079138156026601805 -0.0026321562472730871 -0.034308116883039468 0.010362476110458376 0.0028876591240987186 0.00718816020525992 -0.0016756842378526924 0.0274182353168726 0.01772383134812117 0.031835911795496948 0.0033834914211183791 0.01821811962872744 0.02402674034237862 0.031246694736182693 decision_type=2 2 2 2 2 2 2 2 2 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 9 16 6 12 18 13 11 22 14 -4 -5 26 -11 -2 -18 25 -15 21 -13 23 -10 -23 -1 -3 -22 -29 -30 right_child=2 3 5 8 -6 -7 -8 -9 10 15 -12 20 -14 19 -16 -17 17 -19 -20 -21 27 24 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.048191025714715181 0.088335891025893398 0.064246100476649456 0.22910772199145005 -0.038626124556363821 -0.040733004164337901 -0.048733196302095445 -0.045695010902304545 0.12594387256396752 -0.057977257989867664 -0.05625923642939127 -0.022407940630727822 0.089771308267662761 0.042528130345388902 0.079796969244451732 0.099195442813370199 0.094538449650377276 0.10796473832569241 -0.052633863122319983 0.071325643818268544 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0.0147539 -0.0470879 0.0196834 -0.0348407 0.0258307 0.0693385 0.0629557 0.0712964 0.105408 -0.00543748 0.0156209 -0.0156382 0.0566452 0.00357392 -0.0406486 0.0413419 0.0737318 0.0409485 0.0897169 0.0450989 0.0112093 -0.0451632 -0.0177629 0.0765866 0.0674723 0.0475962 internal_weight=747.597 330.531 417.066 284.736 25.6182 391.448 9.41351 45.7948 36.4178 248.318 16.6496 242.726 4.07299 19.7682 10.1724 5.59243 14.5974 5.45767 44.1983 8.20427 232.554 18.6287 12.6758 5.80505 11.5769 42.4854 7.26884 213.925 107.719 30.8512 internal_count=20547 3435 17112 1803 544 16568 254 1632 512 1291 190 1215 65 322 116 76 166 113 1606 81 1099 115 109 69 85 1588 103 984 511 186 is_linear=0 shrinkage=0.05 Tree=17 num_leaves=31 num_cat=0 split_feature=33 54 342 37 36 368 56 378 130 123 123 324 116 315 139 320 5 249 41 320 372 196 65 247 179 223 48 378 49 60 split_gain=596.937 139.013 35.2571 22.4736 21.6461 17.1598 25.6408 21.7906 16.9474 16.3054 14.2115 13.0931 12.1644 10.5616 10.5528 9.80337 9.54464 11.2471 12.214 10.2672 11.6529 10.345 9.72254 8.57877 7.94662 9.31876 7.54778 7.24794 6.79359 6.60328 threshold=0.020789578557014469 -0.030398719944059845 0.012221235781908037 0.0073774748016148814 0.019161686301231388 0.027412990108132366 0.012112180236727001 0.021087543107569221 0.025240866467356685 0.015027843415737154 0.01399035193026066 0.029622979462146763 0.0018350312020629647 0.0049354818183928737 0.024932767264544967 0.0071467959787696609 0.017590790055692199 0.015572851058095695 0.0030053496593609457 0.0032313730334863071 0.082699291408061995 0.0112383752129972 -0.036255959421396249 0.073759239166975035 0.001935496518854052 0.010491936933249237 0.0097289783880114573 0.019940244033932689 -0.016267783008515831 0.013086973689496519 decision_type=2 2 2 2 2 2 2 2 2 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 23 16 7 15 24 27 -10 -5 -11 -12 -9 -7 -3 18 22 21 -21 -19 -18 -2 28 -26 -8 -1 -4 -14 right_child=2 3 8 11 -6 6 26 14 10 12 13 -13 29 -15 -16 -17 17 19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.053631088130619287 0.07224908463764583 0.079037640388698815 0.075174451610207957 -0.036384559798817238 -0.040147397077341412 0.088253067422981099 0.082361941399392458 -0.047546838103819974 -0.039478101848240334 0.19876110240896741 0.20476545488951958 0.071393321531062079 0.1012157343028441 0.027987065256132138 0.049771598030982633 -0.012692648975507849 0.1530356213995028 -0.068335129059576144 0.081461055361846224 -0.017739748818920219 0.072611466312968095 0.037014754751677023 -0.029073961355400382 -0.024831503982578933 -0.051801436037848182 0.066802339158752055 0.012827052386815486 -0.050048845552547711 -0.049707031120038929 -0.034817547572260667 leaf_weight=1.7654180321842421 11.830659357830884 132.23306340537965 1.09234801493585 9.0553070027381164 10.63232530094683 8.4651616048067826 26.686781810596589 14.055933028459551 3.6347815785557023 1.0776683799922455 1.4530308526009323 4.0909335855394593 1.3266665451228616 2.0188371408730745 3.4740642197430125 3.3597002420574418 0.87772600725293148 4.2210073471069354 41.314309855923057 4.5750185735523727 16.22368786111474 5.2020935267210007 4.4423786960542193 2.8175818566232911 3.4032989386469117 3.2260624133050442 4.5710573047399512 37.302932012826204 359.41258858330548 2.7233687806874514 leaf_count=29 104 612 20 196 378 43 126 268 128 8 14 28 12 26 21 34 6 21 203 30 74 24 77 62 115 50 40 1513 16215 70 internal_value=-0.00198592 0.0481055 -0.0429903 0.0609913 0.0141583 0.0641029 0.0406785 0.00712071 -0.0468507 -0.0343612 0.0296254 -0.00284553 0.049468 0.101972 -0.0282604 0.0595722 0.0708933 0.0568809 0.0722787 0.033121 0.0527372 -0.0101759 0.000970996 0.0535757 -0.0483311 0.00591501 0.0721934 -0.0453638 -0.0493286 0.00974276 internal_weight=726.566 327.044 399.522 282.848 25.2806 269.702 60.6127 29.3549 374.241 44.1961 7.10665 13.1462 5.1277 3.47187 17.53 11.8249 209.089 76.8562 46.6344 30.2218 20.7987 9.4231 5.3201 14.6482 367.134 6.62936 31.2578 39.0684 360.505 4.05004 internal_count=20547 3435 17112 1803 544 1579 532 366 16568 1632 168 224 90 40 289 77 1047 435 286 149 104 45 83 166 16400 165 166 1542 16235 82 is_linear=0 shrinkage=0.05 Tree=18 num_leaves=31 num_cat=0 split_feature=33 54 342 36 303 49 92 123 303 310 128 317 170 81 144 131 319 66 10 249 239 353 336 236 216 57 241 48 119 378 split_gain=554.442 126.161 33.9283 21.0989 20.3562 16.3901 17.7562 15.252 15.0754 15.0039 18.7347 14.2856 13.9665 10.866 10.5312 9.74002 9.15423 8.04808 7.70528 7.45156 9.54375 7.39328 7.05428 8.95981 8.92576 6.93703 6.86622 11.626 7.22259 6.82499 threshold=0.020789578557014469 -0.030398719944059845 0.012221235781908037 0.016190660186111931 0.0095257163047790545 -0.0080016190186142904 0.015271714422851803 0.015027843415737154 0.012256936635822059 0.021457603201270107 0.0073273850139230498 0.01904040947556496 0.01183390384539962 0.0075687612406909474 0.0063480620738118896 0.0093458965420722979 0.0076076886616647252 1.0000000180025095e-35 0.039108706638216979 0.015572851058095695 0.013160039670765402 -0.0051003298722207538 -0.036133483052253716 0.010739855933934452 0.0053851413540542134 0.07648335769772531 0.026439000852406028 0.010922029614448549 0.0018403326976113024 0.019940244033932689 decision_type=2 2 2 2 2 2 2 2 2 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 9 16 6 13 29 12 10 11 17 -5 -4 -9 -14 -2 18 -3 -11 -21 -17 23 24 -22 -6 -7 28 -28 -1 right_child=2 3 5 8 25 26 -8 14 -10 19 -12 -13 15 -15 -16 21 -18 -19 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.048969529865139638 -0.029205007989448445 0.057182044039843699 -0.052210298946446576 0.076259464149854517 0.037140009681049406 -0.049277420537927594 -0.045143457045712418 0.11809816843741372 -0.028868854394046486 0.078108736480216934 0.066307059589766681 0.072940221111788384 -0.044604393317331299 0.13705452862191012 -0.025045607179649765 -0.059343653640838427 0.079411629416282797 -0.057221651291017056 -0.05544388929869204 -0.021329993364300623 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-0.0466344 0.0189509 -0.0339705 0.0228631 0.0637116 0.0376479 0.00135895 0.0429263 0.0935917 0.0467917 0.00289136 0.0586111 -0.0237478 0.017108 0.0696044 0.0586072 0.0460199 0.0620433 0.0412836 4.17782e-06 -0.0314825 -0.0483812 0.00659848 0.0962923 -0.0450663 internal_weight=705.82 323.085 382.735 280.535 25.0789 357.657 9.27885 42.55 36.3118 244.223 45.035 19.8722 26.1644 4.28674 5.13973 11.8872 12.5289 14.7121 6.62547 199.188 86.8626 6.23003 83.2826 27.439 8.88754 12.55 348.378 5.58767 2.19415 37.4103 internal_count=20547 3435 17112 1803 544 16568 254 1632 512 1291 355 193 289 65 90 179 127 168 72 936 397 77 378 137 55 417 16314 184 45 1542 is_linear=0 shrinkage=0.05 Tree=19 num_leaves=31 num_cat=0 split_feature=33 54 342 57 283 14 303 123 345 116 9 57 305 170 168 227 369 274 172 205 278 291 189 75 31 92 310 377 185 197 split_gain=515.404 119.611 28.7481 21.2727 19.6406 29.1549 17.4266 16.8074 15.3998 14.4233 11.8835 11.7119 10.3011 9.54103 9.2065 9.09651 10.1393 8.20175 8.19925 7.87384 7.60038 7.53647 7.34989 7.26221 7.15354 6.6752 12.5509 10.5266 6.59948 6.53389 threshold=0.021156201139092449 -0.030398719944059845 0.012221235781908037 0.092628650367259993 -0.0007491431024391203 0.0076923766173422345 0.0095257163047790545 0.015027843415737154 -0.0023422436788678165 0.002408479456789792 0.027101380750536922 0.076682936400175108 0.013634951785206796 0.010361389722675087 0.031061232089996341 0.013073566369712354 0.012078027240931989 0.020597543567419056 0.015837805345654491 -0.0019694904331117864 0.024006461724638942 -0.0061400632839649907 0.00045697363384533679 -0.011728875804692505 -0.024228418245911595 0.0036352516617625956 0.027147130109369758 0.0047167881857603797 0.027239535935223106 0.0059886872768402108 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 4 19 10 18 -1 12 -9 23 21 -4 22 20 -15 -17 -13 -2 -3 -14 -7 -12 -6 -25 26 27 -21 -5 -10 right_child=2 3 8 28 5 11 -8 9 29 -11 13 17 14 15 -16 16 -18 -19 -20 25 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.045121880224898228 -0.037416997791494225 -0.057077618062117634 -0.051620115611272659 -0.047786816204465149 -0.032851213542416095 -0.052697121327545705 -0.033196234947311776 0.19935726670845602 -0.013803055362340673 0.0048514699793301645 0.0037360930307856403 0.058804594670021929 0.036797757207762481 -0.05213450048276394 -0.051959729275428634 0.059630449571751176 -0.036907925730203656 -0.056898900932063894 0.072146848132687291 -0.031834107596665127 0.18002432697209406 0.060771912016493679 0.076009920114364124 -0.035247973265161513 0.073090423792894377 0.077114341097509337 0.074766605282080206 0.059470893898395799 0.04749782603611874 -0.049751509663364987 leaf_weight=37.983598118647933 2.0670154541730907 1.2036312706768502 2.9467878676950923 6.3167271781712753 1.7528834436088789 1.8836632408201692 11.522687239572404 1.2307260539382685 13.16428669169545 4.2251906618475914 4.7906947191804674 1.7829141486436118 1.922161437571049 4.987967241555455 1.2315374445170162 8.2731303293257934 4.0519904587417832 10.867153212428091 9.8196662943810207 6.5208393819630128 1.787711853161454 6.558454744517805 13.23821698874235 1.5631928090006102 60.293939288705587 115.32188922353089 22.232670342549682 6.1189087126404047 2.551110127940774 317.45281076990068 leaf_count=1648 35 23 117 129 10 53 403 10 525 88 29 29 37 45 44 54 38 219 88 36 18 64 77 25 293 581 100 30 16 15683 internal_value=-0.0019665 0.0438674 -0.042967 0.0558313 0.0583209 0.0432167 0.01062 -0.0333346 -0.0466728 0.0487274 0.0545931 -0.0101544 0.02237 0.0313471 0.0664937 0.0048365 0.0278926 -0.0405915 0.0530944 0.0702972 0.105816 0.0354539 0.0568051 0.0675086 0.0703526 0.0713179 0.0521493 0.0123667 -0.0203752 -0.0483201 internal_weight=685.664 323.749 361.915 280.31 271.442 120.044 23.4094 43.4395 338.505 5.45592 98.952 21.0922 7.8882 35.342 4.94141 17.3131 12.3251 12.6501 11.8867 151.398 3.70987 8.44212 18.0289 63.61 61.8571 150.194 34.8724 12.6397 8.86784 330.617 internal_count=20547 3597 16950 1851 1706 936 526 1746 16424 98 571 365 216 243 99 137 92 248 123 770 55 117 106 328 318 747 166 66 145 16208 is_linear=0 shrinkage=0.05 Tree=20 num_leaves=31 num_cat=0 split_feature=33 54 292 36 342 303 57 36 345 65 354 368 227 158 305 5 372 17 337 277 303 18 65 269 272 364 300 119 178 36 split_gain=479.692 109.622 30.9764 29.0863 27.7544 19.9112 17.222 16.1861 14.7487 13.727 13.0984 9.93657 9.70286 9.35315 9.24345 9.00214 12.3076 10.8292 8.60541 8.52706 8.18039 8.22383 8.10451 8.02304 7.96203 7.40752 7.16837 7.07043 6.99256 6.72461 threshold=0.021156201139092449 -0.024595346301794049 0.01337651163339615 0.017393563874065879 0.012221235781908037 0.013992056716233494 0.092628650367259993 0.019161686301231388 -0.0023422436788678165 -0.025967657566070553 0.034394219517707832 0.025278018787503246 -0.0021806459408253427 -0.031507531180977814 0.013634951785206796 0.017675012350082401 0.082699291408061995 0.024221471510827545 -0.018928161822259423 0.018062677234411243 0.014150110539048912 0.013713566120713951 -0.018187521025538441 0.010891740676015617 0.010583624243736269 0.0079383701086044329 0.0098771587945520895 0.014877249952405693 -8.1515052443137379e-05 0.010113836266100408 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 9 7 6 12 27 14 13 -1 25 -3 -4 -6 -14 17 24 -18 23 21 -16 -13 -20 -17 26 -7 -2 -25 -10 right_child=4 5 3 -5 8 11 -8 -9 29 -11 -12 22 15 -15 20 16 18 -19 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.045804588439939356 0.070663274690043062 -0.041116187513897368 0.10010970313570572 -0.036611384282027155 -0.051540466451248879 -0.063424208542182101 -0.033856621105040216 -0.039235008225632313 0.0032347737199147223 0.12610029933641637 0.18642454336240974 -0.052230015877788874 0.071572333468275476 -0.053403501536958546 0.1937869072261027 0.049497159021513581 0.07197488387939989 0.092520238583453124 0.07444188176324168 -0.029824092181185025 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0.0566162 0.0608796 0.0101438 -0.046446 0.0854934 -0.0423528 0.0112809 0.0628103 0.0116758 0.021205 0.063822 0.0511125 0.00928067 0.0596112 0.0354215 0.0616163 0.107393 -0.0229222 0.0488502 -0.0129745 0.0440891 -0.00152745 0.0454333 0.0100077 -0.0481304 internal_weight=665.743 318.951 61.4128 19.9454 346.792 257.538 235.401 23.2218 323.571 11.4487 41.4674 22.1375 230.699 4.0629 7.86078 228.475 86.5481 14.6142 71.9339 24.3307 5.05349 3.32947 10.8384 20.1777 11.5312 11.2991 4.9784 13.543 8.01409 315.71 internal_count=20547 3597 2064 437 16950 1533 1299 526 16424 132 1627 234 1224 77 216 1184 503 116 387 156 99 40 148 122 103 86 51 154 51 16208 is_linear=0 shrinkage=0.05 Tree=21 num_leaves=31 num_cat=0 split_feature=33 54 292 342 36 303 303 345 40 303 133 200 354 5 97 336 317 286 368 364 277 65 319 364 276 147 197 40 285 26 split_gain=446.926 100.033 28.8716 26.788 26.091 18.1321 15.1232 14.4697 12.7024 12.5877 12.1604 12.0375 10.9832 9.9316 10.8169 9.66874 11.0343 9.22136 9.11061 7.95715 7.6218 7.54061 7.15939 6.77073 6.65947 6.44441 5.75284 17.9243 7.50932 5.63605 threshold=0.021156201139092449 -0.024595346301794049 0.01337651163339615 0.012221235781908037 0.017393563874065879 0.013992056716233494 0.0095257163047790545 0.0010740786674432459 -0.011693070642650126 0.014074767939746382 0.026021074503660205 0.024506923742592338 0.034394219517707832 0.017675012350082401 -0.04106581769883632 -0.034941600635647767 0.016750147566199306 0.049417156726121909 0.025278018787503246 0.00091607190552167605 0.012067528907209637 -0.018187521025538441 0.0076076886616647252 0.0079383701086044329 -1.0000000180025095e-35 0.0065290094353258618 0.0059886872768402108 0.0066987830214202413 0.032265627756714828 0.0097976909019053 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 6 10 8 22 9 -3 11 -4 -5 -1 25 15 16 29 -13 23 20 -16 -20 -2 24 -7 -10 27 28 -9 -15 right_child=3 5 4 7 -6 18 -8 26 13 -11 -12 17 -14 14 19 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.04536911676379355 -0.029523949191976824 -0.042712337162514789 0.10610046138697196 -0.018950543887920945 -0.035954744741110621 0.079130961065451491 -0.032577481097757204 -0.051112337120295059 -0.053285760364537242 -0.045029912675766677 -0.022893162055337552 0.048315570107293815 0.15292457089211153 0.029892860362825836 0.061928577540538203 0.063566021197462561 0.056880645012272781 0.20812816591608285 -0.051603321181428741 0.062738736250119706 -0.048723296702875618 0.038482966105630644 0.067683444243919477 0.076967305542841952 -0.043567999334556115 0.069109086737945302 -0.050000058750947068 0.14157571158490256 0.10845877613118222 -0.056463756532225184 leaf_weight=39.222387278452516 2.3578941747546223 3.0507436506450167 9.2481844909489173 3.3670289963483793 8.2261855695396644 1.6825874205678699 11.020778337493537 9.4603636041283572 1.083758471533655 6.84163430146873 2.2768748607486478 2.3015356827527289 0.71097206138074298 2.4972413703799266 2.9415925983339539 7.3888959176838389 4.7275538668036452 1.485062403604388 7.1476411297917366 58.916658202186227 3.3044991809874773 3.4412553552538139 9.6310731712728721 6.244631826877594 3.2262672316283005 140.56753101572394 283.45514732040465 1.5933716408908356 0.79959468729794103 7.7623577360063791 leaf_count=1615 45 54 74 123 305 16 403 475 29 311 58 36 12 18 23 36 27 24 126 314 36 22 78 35 35 686 15416 21 18 76 internal_value=-0.00194139 0.0408658 -0.0173817 -0.0423467 0.0320659 0.0545536 0.00970114 -0.0462187 0.0586413 0.00345818 0.0806167 0.0498315 -0.0418387 0.0599904 0.0467503 0.0167566 -0.00632114 0.110992 0.0108913 0.0570498 0.00338813 -0.0223264 0.0485655 0.0424276 -0.00151099 0.0681727 -0.048573 -0.0144462 -0.0386764 -0.0354441 internal_weight=645.981 313.668 59.6846 332.313 19.7512 253.983 23.0097 309.304 232.241 13.9953 11.5251 7.15363 39.9334 229.19 87.5388 22.376 14.9872 3.7866 21.7424 65.1627 6.24609 10.5889 11.989 11.1535 4.90885 141.651 295.308 11.8533 10.26 10.2596 internal_count=20547 3597 2064 16950 437 1533 526 16424 1299 494 132 183 1627 1245 530 157 121 60 234 373 59 148 123 86 51 715 15930 514 493 94 is_linear=0 shrinkage=0.05 Tree=22 num_leaves=31 num_cat=0 split_feature=33 372 57 342 259 97 345 36 178 276 303 34 303 76 82 375 81 277 370 282 236 239 106 278 190 128 147 19 97 18 split_gain=416.507 91.8248 29.8518 25.8964 18.8193 17.5185 14.1326 14.034 12.2217 17.0306 14.6152 11.8569 11.3838 10.8549 9.97423 11.0711 12.5453 8.77474 8.61495 8.31504 7.5824 8.19763 7.55269 7.46935 8 6.71729 6.54686 6.30327 6.59845 6.23607 threshold=0.021156201139092449 0.069949466735124602 0.09255163744091989 0.012221235781908037 0.0017048865556716921 -0.051263825967907899 0.0010740786674432459 0.019161686301231388 0.003234340227209032 0.0020518252858892088 0.011764592491090299 -0.0035509280860424037 0.014074767939746382 -0.011787408962845801 0.015324817039072515 0.0018379663233645263 0.012878107372671367 0.010362476110458376 0.02463210187852383 0.0034348567714914684 0.0073819735553115615 0.02431207895278931 0.012360694352537395 0.033074183389544494 0.0053080949001014241 0.01633754558861256 0.013176773674786093 0.0014218759606592359 -0.059907546266913407 -0.0094316671602427942 decision_type=2 2 2 2 2 2 2 2 2 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 7 8 29 12 26 9 20 14 -6 13 22 15 16 -11 -7 -16 -12 21 -3 25 24 -18 -5 -2 -10 -29 -1 right_child=3 2 -4 6 11 17 -8 -9 27 10 19 -13 -14 -15 18 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.062547258354418531 -0.053558526997790804 -0.032635301778294594 -0.03072213551021892 0.051488377110856257 0.078272173039715134 0.077893360484729404 -0.04843942624341574 -0.038568373413983593 -0.011099095543821307 -0.061959955493248037 0.094987441455130994 -0.030885121439733598 -0.044647781984632005 -0.051438846580567826 0.043847959466374251 0.063839523307075083 0.049116226056606739 -0.023127854760258505 -0.052403597629645061 -0.042340830115924169 0.077004166754543052 0.068847585717016435 -0.0061305882649809792 0.076939852618679389 -0.036699184770088968 0.18711950888101525 0.054034027780137085 0.27924373286442727 0.070496860348078755 -0.04915811614580437 leaf_weight=1.2991525344550598 1.6018398012965942 3.5426398422569019 10.877177245914934 1.7164005264639857 3.3048980198800573 4.9932531714439374 281.68285996466875 9.1702148430049402 2.376058727502822 3.897560769692066 1.2645414695143689 10.061326541006562 6.5622711908072233 2.0576062723994237 4.3360775876790267 38.666732128709555 6.1384864430874604 3.7744144201278687 5.0117888152599335 8.5892089772969467 44.574282495304942 4.5403103288263083 1.6156710535287855 7.0941507238894692 4.8707439117133617 1.950018737465143 12.048490598797796 0.37991908192634483 106.34155754372478 32.627025676891208 leaf_count=14 38 50 271 22 17 36 15930 372 20 31 6 237 311 95 26 214 33 88 57 125 277 24 46 34 52 20 116 3 522 1460 internal_value=-0.00193051 0.0394674 0.0503976 -0.0420485 0.053858 -0.0285984 -0.0460106 0.00927042 0.0570528 0.0468499 0.0322962 -0.00389517 0.00320275 0.0459849 0.0403201 0.0477279 0.0194118 0.0344045 -0.00775659 -0.0247174 0.0689246 0.0243691 0.0839357 0.0369307 0.0111495 0.123625 0.0414083 0.0694467 0.07124 -0.0448805 internal_weight=626.967 308.561 265.867 318.405 254.99 42.6938 295.585 22.8205 241.624 132.527 79.8693 13.3662 13.902 7.3397 70.0155 60.6677 22.0009 8.76767 9.34787 9.85375 52.6572 8.08295 5.28209 18.1034 11.0092 3.66642 13.6503 109.098 106.721 33.9262 internal_count=20547 3597 1999 16950 1728 1598 16424 526 1474 929 578 254 494 183 447 364 150 124 83 131 351 74 88 119 85 42 154 545 525 1474 is_linear=0 shrinkage=0.05 Tree=23 num_leaves=31 num_cat=0 split_feature=33 54 303 76 36 123 247 143 284 366 300 296 82 364 156 86 154 233 337 345 303 243 179 378 128 191 116 18 265 378 split_gain=388.532 84.2022 25.256 20.1102 17.5552 14.5925 14.3045 12.7149 10.8267 10.2545 9.98692 9.75112 9.52853 15.6628 10.5811 9.04618 8.23565 8.00304 7.95135 7.82677 10.9475 10.4577 8.81871 8.8242 8.24848 7.38127 7.32065 6.6739 6.92758 6.19361 threshold=0.021156201139092449 -0.030398719944059845 0.0049580759368836888 -0.011067633051425217 0.02227309346199036 0.015027843415737154 0.070144712924957289 0.036023922264575965 0.010243086609989406 0.0064646361861377963 -0.0010111377341672776 0.013753273990005256 0.0090053649619221705 0.0028815522091463213 -0.00061494662077166129 0.012562429066747429 -0.07918540388345717 0.030439321883022789 -0.027593169361352917 0.0010740786674432459 0.014074767939746382 0.023509243503212932 0.001935496518854052 0.021175533533096317 0.01633754558861256 0.0070966766215860852 0.013502391520887615 0.014813657850027086 -0.051254423335194581 0.019940244033932689 decision_type=2 2 2 2 2 2 2 2 2 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 26 6 29 12 15 19 -7 -6 -9 27 17 25 -8 -16 -14 -13 20 21 24 -21 -24 -4 -15 -2 -3 -29 -1 right_child=2 4 8 -5 10 9 7 11 -10 -11 -12 18 13 14 16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.04356410802131902 0.074625177377620019 0.068453474634512651 -0.010742782555577779 -0.046854000355321133 0.048448047257488649 -0.010794143917733383 0.048769020998011482 0.073308461770446906 0.036349362187245049 0.12965173895660198 -0.035955645321750752 0.066815080530497881 -0.026021303346993277 -0.016458315306277668 0.049281063850696256 -0.040486144512447066 -0.036163233529327897 0.065684222357813446 -0.027225742582941182 -0.04978115585756434 -0.051231909531584741 -0.051810570209688572 0.097964929880720822 -0.037084624580882679 0.14508699667115108 0.064011806015368503 -0.020465741523473156 0.058903480630077526 -0.040021268442687614 -0.049437425864831831 leaf_weight=1.9010789189487685 9.3149836137890833 114.33897078409791 1.2934570107609018 8.4644717648625356 5.59750402532518 3.3079901933670035 3.968972995877265 13.269403111189606 3.9763745162636033 2.1407672874629498 9.3737040851265157 3.5517333261668682 10.550516359508036 2.983831660822033 5.8433909062296152 9.9696556963026506 5.4508340358734113 3.0716953016817561 6.1223170049488527 263.45569605380297 6.684931518509984 1.9203139152377842 2.0175997409969559 3.0201853681355715 2.4725042618811131 63.400817649438977 2.5858754385262719 4.4302869103848934 2.9469554200768462 30.696729451417923 leaf_count=32 107 572 42 415 58 76 38 67 73 22 246 25 123 21 31 157 30 17 84 15639 336 83 26 116 27 319 86 23 40 1616 internal_value=-0.0019151 0.0382014 -0.0417307 0.0120605 0.0481924 -0.0313537 0.0513431 0.022594 -0.0455766 0.0443858 -0.00439841 0.0454763 0.0563207 0.0441108 0.0527832 -0.0150711 0.00804382 -0.00534247 0.00730043 -0.0467365 -0.00785222 0.0431461 -0.0485281 0.0170018 0.0915657 0.0603949 0.0539634 0.0654795 0.0193864 -0.0440136 internal_weight=608.124 302.917 305.206 20.3653 264.871 38.0466 249.899 36.8821 284.841 5.44876 14.9712 22.9435 213.017 91.3011 77.6789 13.9386 11.2942 13.6222 9.67405 280.865 12.3712 5.68628 268.493 5.03779 3.76596 66.3846 11.9009 121.716 7.37724 32.5978 internal_count=20547 3597 16950 608 1851 1746 1547 371 16342 98 304 176 1176 541 401 195 61 140 109 16269 488 152 15781 142 69 340 193 635 63 1648 is_linear=0 shrinkage=0.05 Tree=24 num_leaves=31 num_cat=0 split_feature=33 372 57 57 36 259 97 163 283 180 313 123 34 33 263 54 229 310 179 202 75 239 217 106 60 173 18 40 185 188 split_gain=362.561 78.2667 25.9682 24.5264 21.283 16.2818 15.7281 14.7001 11.6887 16.6736 13.8226 12.5334 10.4669 10.2918 9.74399 8.86239 8.46553 8.05291 7.41204 7.60395 6.97389 6.58957 7.94029 6.14995 5.89207 5.6288 5.59527 5.57662 5.10935 4.77768 threshold=0.021156201139092449 0.069949466735124602 0.09255163744091989 0.073643755167722716 0.022426181472837928 0.0017048865556716921 -0.051263825967907899 0.033220648765563972 -0.0004104324616491794 0.073588773608207717 0.025171475484967235 0.017252101562917236 -0.0035509280860424037 0.0046673021279275426 0.015912761911749843 0.0041031364817172298 0.010903850197792055 0.026393613778054718 0.001935496518854052 0.010943149216473104 -0.012407015077769755 0.015139532275497915 -0.00054363804520107795 0.01439114334061742 0.014560850337147714 0.012551485095173122 -0.0094316671602427942 -0.011693070642650126 0.027239535935223106 -0.0039521094877272836 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 4 15 8 26 18 21 20 11 13 -7 -11 -9 -2 -15 -8 -5 -20 -10 22 -3 -16 -12 -17 -1 -23 -4 -29 right_child=3 2 28 7 -6 12 17 14 9 10 24 -13 -14 16 23 25 -18 -19 19 -21 -22 27 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.056626416570196937 0.094625644044329202 0.060334711007848187 -0.048054164001510975 -0.04837877482700878 -0.045952548679827676 0.074067791458657037 -0.021262830607679306 -0.037534840130522495 -0.061813087168554874 0.067405190557907127 0.0028882060793335375 0.054267338204072472 -0.030244763316871637 -0.046548295043901074 0.10794091803848578 -0.053926147974758011 0.053208120179827303 0.076286430758644663 -0.051759999213702459 0.059166981188995584 0.060952119850499024 -0.039336542605284588 -0.04092780792549594 -0.023484476646094387 0.083322708113408805 0.13488553111388202 -0.048845828951268683 0.015898928468013541 0.037923477125175041 0.068047203018840652 leaf_weight=1.312150072306397 7.0921897739172 4.6767215467989445 8.2772413622587901 260.75284115038812 7.5719785541295996 3.1978941448032865 3.8694894257932884 3.8549359273165447 1.1830333471298207 2.8706642612814965 3.0987892840057603 7.3724723234772673 9.6971700750291312 16.954438572749499 3.1862271297723055 1.9516700524836781 2.4317671135067931 4.6677790340036154 2.9197876919060937 3.2809048369526863 52.202371269464493 1.2632415462285269 3.3032164834439746 1.2352054342627523 8.5831220094114524 0.49480241537094105 30.153587101027369 4.5511356070637694 2.1838685628026715 125.73148027248681 leaf_count=14 38 24 256 16039 404 17 95 140 7 14 26 44 237 234 33 82 18 29 115 46 290 26 26 43 53 10 1460 23 15 689 internal_value=-0.00190066 0.0369505 0.0470558 -0.0414484 0.0166357 0.0503222 -0.028117 -0.0450594 0.0533336 0.0397755 0.0159252 -0.00223523 -0.00437591 -0.0209514 0.0205672 0.0663194 -0.034035 0.0320725 -0.047094 0.00693358 0.0582316 0.0625355 0.0184181 0.0712249 0.0619863 -0.0157387 -0.0444475 0.0652118 -0.0301054 0.0662255 internal_weight=589.922 297.582 257.579 292.341 17.1106 247.118 40.003 275.23 234.222 94.6967 41.3113 29.6293 12.8951 22.2569 8.27637 9.53866 19.3862 8.53727 266.954 6.20069 53.3854 139.526 7.97994 4.42143 11.6819 2.44647 31.4657 131.546 10.4611 130.283 internal_count=20547 3597 1999 16950 534 1728 1598 16416 1474 686 389 310 254 266 216 130 252 124 16200 161 297 788 50 76 79 92 1474 738 271 712 is_linear=0 shrinkage=0.05 Tree=25 num_leaves=31 num_cat=0 split_feature=33 372 57 345 303 283 378 14 36 368 76 149 9 284 265 57 158 178 63 48 185 118 49 192 247 165 97 188 19 115 split_gain=338.695 72.0294 25.6516 24.198 17.1527 16.5831 20.9327 16.1189 14.6611 11.8812 11.7064 10.4605 10.1713 9.39488 8.75994 8.20176 7.9514 11.1466 10.163 7.39008 7.33497 6.97509 6.73869 6.53507 6.52152 5.86251 5.12455 5.09698 5.47734 5.50353 threshold=0.021156201139092449 0.064550369977951064 0.090504065155982985 0.0022094764281064276 0.014074767939746382 -0.0007491431024391203 0.022931112907826904 -0.0022963620722293849 0.010113836266100408 0.022451673634350303 -0.011067633051425217 0.022013478912413124 0.025433228351175789 0.0076473732478916654 -0.062264889478683465 0.073643755167722716 -0.028074899688363072 0.0016188770532608034 0.0045878216624259957 0.0076709985733032235 0.021916341967880729 0.026296964846551422 0.0022034355206415062 -0.0019495760207064448 0.066840671002864852 0.0077801763545721778 -0.03880722634494304 0.00518170208670199 0.013233220670372249 0.026990610174834732 decision_type=2 2 2 2 2 2 2 2 2 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 10 16 12 -8 15 20 23 -9 -7 -10 -15 -5 -3 18 -18 25 -4 -1 -13 -2 27 -20 -17 28 29 -14 right_child=3 2 9 8 -6 6 7 11 13 -11 -12 22 24 14 -16 26 17 -19 19 -21 -22 -23 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2.065253658220171 5.3447188772261143 11.279686867259445 33.29807420168072 2.7567685507237938 5.7442020652815691 4.1924372967332602 1.9046409158036102 4.2128740362823009 5.2580927237868291 5.5917165633290997 9.3984098900109512 1.46945409104228 10.110234498977659 7.2861064020544282 6.0046708919107914 leaf_count=1355 55 409 41 33 482 224 50 363 15808 354 156 77 24 16 96 191 86 178 17 53 26 21 59 95 53 74 18 56 38 39 internal_value=-0.0018853 0.0358192 0.0439418 -0.0411649 0.00772746 0.0480652 0.033656 0.00160555 -0.0455837 -0.0150709 0.0418137 -0.0178041 0.0484615 -0.0479861 0.0237557 0.0138253 0.0597453 0.0466281 0.0240673 0.000642537 0.036803 -0.0401795 0.0193768 0.0694923 0.0276204 0.0227282 -0.0170745 0.0376727 0.0211591 -0.00291469 internal_weight=571.725 291.711 263.544 280.014 23.2092 246.332 110.283 34.847 256.804 17.212 14.2489 26.2842 75.4358 246.823 4.48054 9.98129 136.05 62.4771 29.1791 17.8994 6.72528 28.1668 11.0001 10.3779 32.9621 12.1552 6.81417 27.3704 17.2602 9.97407 internal_count=20547 3597 2221 16950 788 1800 983 549 16162 421 306 499 434 15920 112 242 817 408 230 144 67 1376 136 150 210 91 209 157 101 63 is_linear=0 shrinkage=0.05 Tree=26 num_leaves=31 num_cat=0 split_feature=33 247 345 310 287 324 303 36 76 17 247 76 369 97 282 313 324 291 368 172 337 160 82 249 13 337 342 358 330 192 split_gain=316.509 66.4618 23.3576 20.0682 16.8129 16.597 15.7323 14.5128 21.579 11.5657 10.9819 10.4013 10.023 9.67897 12.8924 8.28945 8.18672 7.59514 7.30266 7.23589 7.03492 11.041 8.64829 9.02553 6.56577 6.56387 6.20873 6.16071 5.92882 5.86439 threshold=0.021156201139092449 0.074891038239002242 0.0022094764281064276 0.021457603201270107 0.0064342885743826636 0.02847565803676844 0.014074767939746382 0.01514256000518799 -0.011787408962845801 0.021337878890335563 0.070631522685289397 -0.010092688724398611 0.017707363702356819 -0.046705653890967362 0.016192719340324405 0.017821509391069416 0.03480996564030648 -0.0068835588172078124 0.024564320221543316 0.021571701392531398 -0.019056529738008973 0.016880657523870472 0.0040913925040513286 0.015572851058095695 -0.00040163069206755603 -0.012874996289610861 1.0000000180025095e-35 0.0089211976155638712 -0.0050691911019384852 -0.0019495760207064448 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -3 11 8 10 26 19 29 15 14 28 18 -16 -7 -6 -4 -15 24 -23 -24 -22 -17 -1 -20 -5 -2 right_child=2 5 7 13 12 17 -8 -9 -10 -11 -12 -13 -14 20 16 25 -18 -19 27 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.063172484294323317 0.098318878854786018 -0.046681091396469712 0.050495681001648078 -0.042796754036756583 0.042972885097103092 -0.052070753541477749 -0.046164869902454171 -0.049650510291909186 -0.05094805765618813 0.04530578430877541 -0.017287220414122267 -0.039502000983134354 -0.055553468002448814 0.064180439379174697 -0.0336215915761496 0.072579452581103363 0.081642750271688491 0.078916674812416085 0.063044197822447953 0.16827716356059327 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-0.0307872 0.00739062 -0.0453908 -0.0106707 -0.0202284 0.0392915 0.0394336 0.0360701 0.0517855 0.0262369 0.0422334 -0.0154511 0.0457991 0.0144154 0.0798452 0.0568101 0.041661 0.015354 -0.00742442 0.0620138 0.0601518 -0.0435552 -0.024833 0.0511944 0.0624067 internal_weight=554.106 285.868 268.237 251.781 63.2867 34.0869 22.919 245.318 26.8082 18.9141 11.9656 14.3395 44.3725 188.495 30.9787 41.5758 11.6009 5.85826 16.2884 6.96983 157.516 51.5531 22.4872 14.6054 29.0658 25.2874 13.949 6.8601 19.3778 11.107 internal_count=20547 3597 16950 2130 875 1467 788 16162 1259 458 307 306 417 1255 332 345 211 97 172 110 923 323 148 109 175 173 402 106 121 163 is_linear=0 shrinkage=0.05 Tree=27 num_leaves=31 num_cat=0 split_feature=36 265 163 303 336 259 207 80 70 249 235 336 156 264 5 76 222 276 296 333 116 279 285 103 140 188 172 73 252 214 split_gain=296.485 69.2333 39.4519 24.9484 21.0569 18.8161 10.5994 9.51982 8.38128 8.27145 10.4926 9.7091 9.48694 9.87257 8.37614 8.19947 8.02531 7.79951 7.38086 7.26765 6.94894 9.58337 5.97404 5.9316 5.47467 4.89336 8.48328 4.86996 4.83299 5.42669 threshold=0.015815334394574169 -0.031285531818866723 0.018516727723181251 0.012111008632928135 -0.051260273903608315 0.00010057728286483326 0.0092253442853689211 0.022434480488300327 0.0037277434021234517 0.015179251320660116 -0.0023561862763017412 -0.037121810019016259 -0.0045761163346469394 0.010633199475705625 0.01776047516614199 -0.010311975609511135 0.014575752895325424 -0.00029579554393421853 0.016902238130569461 -0.00071332353400066484 -0.0015122257755137978 1.0000000180025095e-35 0.035390352830290801 0.023417560383677486 0.01372034288942814 0.00072904396802186977 0.023689563386142257 -0.0021737202769145365 0.020377261564135555 0.0092268781736493128 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 20 5 7 6 17 18 16 -10 -11 12 24 -14 -15 27 -6 -4 -1 -7 21 -2 -3 -5 -12 26 -13 -8 -22 -30 right_child=2 22 3 23 8 19 15 -9 9 10 11 25 13 14 -16 -17 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.059862487329742919 0.3131223108994502 -0.051116900815017879 0.072143898444131618 -0.049225054036966802 -0.040837679278165229 0.060334541024433468 0.096922533572296896 -0.044181927552799385 0.062280250510312378 -0.020541661524094243 0.0001113427231400427 0.068519423837760662 -0.071253189508484777 0.060651897648292624 -0.031279993143248974 -0.020459585958434626 0.040224969510403677 -0.039585121102499475 -0.018115405295589825 -0.05200525107317349 -0.048591964847153939 0.00048678165637956673 0.05019435865430355 0.038556449505212052 0.070850870862001161 0.065487564334247308 -0.021871393864361575 0.034813772166951994 0.10184615229005481 -0.052048351923462223 leaf_weight=6.8222708040848392 0.26833832263946478 22.007982648909096 2.3039968013763428 21.053539364598695 4.6751365214586249 1.7409516414627422 11.961617550812667 8.2812952417880279 106.82752670813352 6.2930697472766033 3.7441409425810006 5.7330494821071607 4.1457198020070782 5.6624782243743521 4.4053578414022923 2.2933516204357103 8.8009659433737379 4.8500090306624797 5.4659110000357032 8.3195370761677605 217.74949367530644 2.8330996325239539 1.5581178637221444 2.1180508667603126 10.148890279233454 45.611712923273444 4.743277832865715 4.2874329676851657 1.1383437309414142 1.15308849979192 leaf_count=58 2 1387 17 1164 130 39 98 355 656 37 33 30 29 35 42 106 60 71 121 409 15076 91 30 36 53 242 23 43 19 55 internal_value=-0.00185541 0.0372248 -0.0371749 -0.000787312 0.0455409 0.0254021 0.0480971 -0.00274692 0.0502529 0.0528585 0.0417353 0.0463902 0.0224047 -0.00631477 0.0204255 0.0680436 0.0121027 -0.00360202 0.0251771 -0.032565 -0.0467843 0.0275362 -0.0444185 -0.0412012 0.0517867 0.0584097 0.0275939 0.0805347 -0.0478318 0.0244038 internal_weight=536.998 254.927 282.071 58.9285 231.361 35.7569 25.6964 20.5695 210.791 197.315 90.4877 84.1946 28.1066 14.2136 10.0678 18.5424 13.4761 7.15401 12.2882 10.0605 223.142 3.10144 23.5661 23.1716 13.893 56.088 10.4763 16.2491 220.041 2.29143 internal_count=20547 3321 17226 1983 1904 783 335 534 1370 1180 524 487 192 106 77 247 190 88 179 448 15243 93 1417 1200 86 295 53 141 15150 74 is_linear=0 shrinkage=0.05 Tree=28 num_leaves=31 num_cat=0 split_feature=33 372 300 57 179 283 180 313 200 178 368 37 109 296 167 132 160 305 158 178 63 139 185 48 118 380 194 197 139 144 split_gain=277.41 57.6147 21.8746 21.0312 14.8593 14.8319 17.8764 11.8509 11.1629 10.9437 9.96754 9.52867 8.39416 8.14309 7.54924 7.39763 7.34226 7.43069 7.08553 10.1471 8.87246 6.73306 6.44419 6.30803 6.27569 5.65558 12.4722 5.61375 5.487 5.17231 threshold=0.021156201139092449 0.064550369977951064 0.0029801101190969352 0.090504065155982985 0.0024710857542231683 -0.0007491431024391203 0.073588773608207717 0.026474616490304474 0.024000199511647228 0.0011140257120132448 0.022451673634350303 -0.0092997080646455271 0.014796013478189709 0.01597644574940205 0.0018258421332575383 0.017008432187139991 0.016623957082629207 0.014048330951482059 -0.028074899688363072 0.0016188770532608034 0.0045878216624259957 0.01311879698187113 0.021916341967880729 0.0076709985733032235 0.026296964846551422 0.025215570814907554 0.047026516869664199 0.0057846573181450376 0.024932767264544967 0.0039226387161761531 decision_type=2 2 2 2 2 2 2 2 2 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 8 5 25 18 13 9 27 12 22 -6 -8 -7 -15 -10 -16 -18 -3 20 -20 -11 -5 29 -1 28 -27 -2 -4 -22 right_child=2 3 4 10 11 6 7 -9 15 21 -12 -13 -14 14 16 -17 17 -19 19 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.046316503407490356 0.067615070875160638 0.066232478748486187 -0.048795743292406067 -0.031695797772663722 0.083235827607569951 0.062182774222225845 -0.049562638690505284 0.054647558047377975 0.058485719650787076 -0.032985837680879919 -0.04771842774044166 -0.04510141931498711 0.027539977827069725 0.068981205067671608 0.046558484989985598 -0.043305894779592825 -0.077642935962708159 0.022203477246847198 0.056448218508164831 0.062358626582309173 -0.02368351157204536 0.039086251635694694 0.071559257566501652 -0.045489853739151209 0.049069128222348442 0.29937824630914539 -0.030624648521565875 -0.041233937986635522 0.03418368869877883 0.044966634561575208 leaf_weight=23.324417663738135 1.3350073108449603 68.883220127783716 213.21390833053738 2.4213437773287323 3.6368250735104084 38.243885614909232 14.957030794583263 10.497237973846493 9.6593666560947877 4.2128807697445181 9.5657622246071679 2.4013021374121299 4.6205388102680436 5.7631565313786295 5.0314293894916755 2.1894477345049372 4.0340350531041622 3.4630251806229353 10.756828826852145 30.926745478995144 4.378891037777068 14.040510555729268 4.01950210519135 5.5198688544332972 1.8620539577677835 0.37330669816583295 1.22869420889765 10.508589922450481 2.0109968688338986 7.3475925121456385 leaf_count=1355 29 409 15834 41 35 245 287 84 160 64 354 90 39 33 35 114 52 51 86 178 32 93 26 53 21 6 41 594 47 59 internal_value=-0.00183969 0.0327971 -0.0403134 0.0400955 -0.0451692 0.0439092 0.0299723 0.00764385 0.00536354 -0.00539862 -0.0153422 0.0321974 -0.0313655 0.0490593 0.0216209 0.0396765 -0.000165015 -0.0315221 0.0553437 0.0426158 0.0208117 0.022452 0.032742 -0.00141532 -0.0392646 -0.0473237 0.0462744 -0.0289645 -0.0480204 0.0193314 internal_weight=520.427 273.87 246.557 248.683 222.865 232.677 104.864 48.3282 23.6924 37.831 16.0066 6.03813 19.5776 56.5355 18.2916 11.8488 12.5285 7.49706 127.813 58.9299 28.0032 18.2534 6.44085 17.2464 25.1865 216.827 1.602 11.8436 215.225 11.7265 internal_count=20547 3597 16950 2221 16053 1800 983 567 897 483 421 125 326 416 171 274 138 103 817 408 230 157 67 144 1376 15928 47 623 15881 91 is_linear=0 shrinkage=0.05 Tree=29 num_leaves=31 num_cat=0 split_feature=36 265 271 303 259 336 139 282 317 80 18 305 151 191 92 178 354 278 9 66 291 363 285 37 183 129 207 256 205 185 split_gain=259.944 59.8297 36.8463 28.658 20.3275 18.1805 10.5515 8.60029 9.82073 8.47501 7.78203 8.28186 6.69593 6.59539 6.49708 7.33673 11.0138 10.1067 8.83133 6.41603 6.07559 5.81381 5.5992 5.52451 5.51545 5.44736 6.29326 4.77954 4.73774 4.52345 threshold=0.015815334394574169 -0.031285531818866723 0.013798521831631662 0.012111008632928135 0.00094552978407591592 -0.051260273903608315 0.028613820672035221 0.019896592013537887 0.021101144142448906 0.022434480488300327 0.020977463573217395 0.015908453613519672 0.019754597917199138 0.0075103566050529489 0.0080693340860307234 0.003234340227209032 0.024215243756771091 0.033937547355890281 0.022984773851931099 -0.0018321053939871488 0.00035071869206149136 1.0000000180025095e-35 0.035390352830290801 -0.0023025848204270001 0.0079683600924909132 -0.011504520662128924 0.012707034591585399 0.01334153348580003 0.014883032999932768 0.015301255974918606 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 7 9 21 25 -9 12 13 -12 29 20 15 16 17 18 24 -20 -7 28 -3 -8 -15 26 -2 -16 -4 -1 right_child=2 22 6 -5 -6 10 23 8 -10 -11 11 -13 -14 14 27 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0094569840536493296 -0.05695700688193614 -0.051033012329271502 -0.055842902603262537 -0.042421946971883312 -0.047253204374693179 -0.052109301581489909 0.095458979917848352 -0.04645515086201854 0.11643114957172361 -0.043539034559224365 -0.049848918547622467 0.080313619137424117 -0.045681699727674413 -0.009898298914817593 0.0089688179930770065 0.058496882824017986 0.056328228523478088 0.052279400276603771 0.040272479092594481 -0.05909389644206884 0.031935809435726957 -0.048364720752988394 0.047784079770139237 -0.035988415478024414 0.065552570230171012 0.085015999189916133 0.064374875829829453 0.064456647746444592 0.066896520812784951 0.066185003800865144 leaf_weight=2.8259051488712448 1.6181588359177173 20.128223013132814 1.2963515920564526 21.763127923943102 6.2533167805522671 2.6133932759985319 1.9847409240901472 3.6419824967160812 1.2405788609758017 7.7286130907014003 3.9773502591997376 1.7641035886481402 2.7160546109080306 5.2114658113569075 4.0746326670050612 42.176024389453232 23.522861395031214 9.8770455345511419 1.9959469977766264 8.7299931384623033 12.13556010276079 202.45438609085977 1.5434367740526784 1.3383404398336995 4.5253024771809578 14.09166389051825 3.1475361501798034 81.616759120486677 1.9979355270043013 6.5750055741518736 leaf_count=49 35 1387 50 1294 309 44 17 120 9 355 61 12 72 29 30 241 134 53 11 100 95 15173 30 33 24 132 37 536 17 58 internal_value=-0.00182236 0.0353026 -0.0365148 0.00125595 0.0329487 0.0430414 -0.0458651 0.0540746 -0.00506841 -0.00262669 0.0475232 -0.00985553 0.0234686 0.0491999 0.0518097 0.0428795 0.0306506 0.0107423 -0.00930703 -0.0406032 0.0170437 -0.0472926 -0.0439953 0.0425198 0.0251686 0.069388 0.0231775 0.0618182 0.0185967 0.0434471 internal_weight=504.566 243.738 260.828 51.7564 29.9932 222.066 209.072 23.7399 4.88256 19.8456 202.22 5.74145 12.117 196.479 181.73 96.0386 53.8626 30.3398 20.4627 10.7259 14.749 205.749 21.6717 3.32308 9.73677 18.8574 4.76569 85.6914 3.29429 9.40091 internal_count=20547 3321 17226 1936 642 1904 15290 333 129 534 1370 73 179 1297 1158 592 351 217 164 111 139 15240 1417 50 53 204 72 566 67 107 is_linear=0 shrinkage=0.05 Tree=30 num_leaves=31 num_cat=0 split_feature=33 247 345 310 36 76 324 287 303 17 151 124 369 76 97 282 122 241 321 229 337 161 18 249 41 197 115 291 342 330 split_gain=243.168 50.7151 21.0345 16.9801 13.8324 18.0268 13.6847 13.1808 12.7133 9.92766 9.02808 9.91594 8.24407 8.15043 7.9697 10.4494 7.79119 7.18601 6.82844 6.84759 6.48579 6.07847 7.84391 11.8978 6.11987 5.95048 5.96406 5.85336 5.28212 5.15925 threshold=0.021156201139092449 0.074891038239002242 0.0022094764281064276 0.021457603201270107 0.01514256000518799 -0.011787408962845801 0.02847565803676844 0.0064342885743826636 0.014074767939746382 0.021337878890335563 0.016028961166739467 0.0027137302095070486 0.017707363702356819 -0.010092688724398611 -0.046705653890967362 0.016192719340324405 0.0083794891834259051 0.015767209231853489 0.0045822008978575477 0.0073276029434055099 -0.021976440213620659 0.0089205540716648119 -0.0038637827383354302 0.015100013464689256 0.0017124335863627496 0.01162068033590913 0.024896234273910526 -0.0068835588172078124 1.0000000180025095e-35 -0.0050691911019384852 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 7 5 10 -3 9 13 28 11 -4 18 -2 15 29 -13 -17 25 -20 -16 22 -22 -24 -23 -9 -27 -8 -1 -5 right_child=2 6 4 14 -6 -7 27 12 -10 -11 -12 16 -14 -15 20 17 -18 -19 19 -21 21 24 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.058296229306466808 0.056021893498712463 -0.046189297233815027 0.64795722156177582 -0.043468811452029688 -0.049309344946016992 -0.050810062752332574 -0.051871634934025773 0.06380631074617206 -0.045268483597237882 0.041032436240023076 -0.040325137217548455 -0.022146460858116696 -0.055629956939649394 -0.038233774319212495 0.061926694752265643 0.029951730508032653 0.085588876672538117 -0.052303458706592178 -0.02685431698873629 0.048814500030595315 0.060702548936438165 -0.014571973430721122 0.046671017992664453 -0.040331867787239156 0.056446266801320567 -0.037651012257035078 0.056081909153697533 0.070827693570948383 -0.053975225056003176 0.054286953938060691 leaf_weight=1.1524016652256275 10.866376710124312 24.480674074031416 0.071529752574863603 1.4708045423030878 181.65531699638814 12.354832756333051 1.2726814886555073 20.675205813720826 7.3610295085236421 4.7426098352298132 2.8945360332727423 2.2899006679654104 2.5782417384907594 2.9071391392499235 74.348893532529473 4.7422312051057798 6.281457582488656 6.0333717362955213 6.9855889333412033 5.226919561624527 7.9419823512434986 3.2677504178136578 7.2939375014975658 8.5191273689270002 42.314873309805989 3.3483164124190798 3.4411997450515628 4.1139247603714457 11.523622607812284 16.394097921438519 leaf_count=8 163 1370 4 12 14903 952 67 149 482 56 124 112 72 143 461 78 67 133 62 33 45 56 57 45 259 81 20 30 394 109 internal_value=-0.00180727 0.0310125 -0.0397214 0.0389075 -0.0446053 -0.00884029 -0.0303135 0.0159206 0.00777786 -0.0206795 0.036103 0.061699 0.031008 0.0361276 0.0468674 0.0227832 0.0568066 -0.0161038 0.0366378 0.00553173 0.051668 0.0406679 0.0201608 -0.000200899 0.0513551 0.0504695 0.0098566 0.0418378 -0.0437684 0.0462388 internal_weight=488.551 261.868 226.682 232.001 205.548 23.8923 29.8673 59.6741 21.1345 17.4186 11.5374 8.64289 42.2555 13.7735 172.327 28.6405 8.57136 10.7756 39.6772 12.2125 143.687 69.3377 23.755 15.8131 45.5826 27.4647 6.78952 5.38661 12.676 17.8649 internal_count=20547 3597 16950 2130 16162 1259 1467 875 788 458 307 183 417 306 1255 332 179 211 345 95 923 462 147 102 315 250 101 97 402 121 is_linear=0 shrinkage=0.05 Tree=31 num_leaves=31 num_cat=0 split_feature=36 265 163 303 368 56 259 372 207 249 42 178 287 373 20 239 322 36 330 276 333 103 285 61 41 184 52 236 38 302 split_gain=227.766 51.9287 34.5531 19.9057 16.2448 16.5944 14.6587 11.9696 8.82136 6.86029 10.2433 10.2952 9.74622 7.86008 6.91469 6.8189 6.50346 10.8064 10.1572 6.40831 6.28221 5.46056 5.13717 5.05524 5.00491 4.92039 4.88073 4.70034 4.43682 3.80958 threshold=0.015815334394574169 -0.031285531818866723 0.018516727723181251 0.012111008632928135 0.02831605821847916 0.012331490870565178 0.00010057728286483326 0.090457402169704451 0.0092253442853689211 0.014799790922552349 0.010616980958729984 0.003296288195997477 0.016418683342635635 0.0066418827045708903 0.013373314868658783 0.02136226370930672 0.013210707344114782 0.019519046880304817 0.0036740043433383112 -0.00029579554393421853 -0.00071332353400066484 0.023417560383677486 0.035390352830290801 0.0073811463080346593 0.0093324156478047388 0.046718303114175803 0.010047077666968109 -0.0014115160447545347 0.0026113986968994145 0.0069772866554558286 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 16 6 9 7 8 25 19 27 -11 12 14 -13 -12 24 -2 18 -18 -4 -8 -5 -3 -9 -10 -6 -16 -1 -7 -27 right_child=2 22 3 21 5 28 20 23 15 10 11 13 -14 -15 26 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.010859184332439748 -0.04890216638633238 -0.050959692891921628 0.065459130118507111 -0.048746342455317379 0.069458144333465241 -0.0050567041572747787 0.052702506193518385 -0.021235313616465995 -0.032323159586397719 0.055267634685391337 -0.066775916934847981 -0.035137400877603517 0.042791149968931227 0.058741041493579393 0.042237837327067748 0.081072382479687996 -0.03743559728372077 -0.044459077747371595 0.10263643938825727 -0.039869275462305946 -0.051905619963496831 0.036762468727351207 0.043354119718171123 0.063759370444188598 0.065431066807500729 0.046256035781201313 -0.038884379939275897 0.059141053296153934 0.05847983584812249 -0.052441464649041092 leaf_weight=2.4658011933788648 170.95100248791277 18.421941081061963 2.121806756593287 18.054603525437418 0.98830969631672516 3.3036689553409841 1.7865878576412777 2.5922847948968402 2.801955369301143 38.9699324099347 6.5032530045136827 2.5806928761303451 7.1180074885487548 16.390855834819376 3.9142715707421303 12.681278841570018 2.2568157557398072 10.702103457413612 3.0343547193333507 4.5211162799969342 7.2978745410218835 2.0823917062953106 1.5666045285761345 5.3806145442649722 2.4580410970374942 1.0498527586460102 3.5229211710393429 87.365166825242341 16.326374237425625 14.225482915528117 leaf_count=28 14389 1387 17 1164 5 26 39 37 114 255 57 14 39 102 26 109 52 768 34 71 409 36 30 38 24 6 21 594 119 537 internal_value=-0.00179288 0.0334833 -0.0358875 -0.000579519 0.0407243 0.0136158 0.02294 -0.0140606 0.0429952 0.0477678 0.0370201 0.0192558 -0.00481181 0.0459708 -0.0291179 0.06122 -0.0460497 -0.01556 0.0428922 -0.00622648 -0.031333 -0.0399038 -0.0435678 0.0361245 0.0133582 -0.0386627 0.00381108 0.0572196 0.0477869 -0.0456581 internal_weight=473.436 232.686 240.75 53.8057 212.697 43.8666 33.6687 24.2365 24.5842 168.831 78.9999 40.03 21.0585 18.9715 13.9404 17.9413 186.944 15.9933 5.29117 6.64292 9.08446 20.137 19.9885 7.9729 5.26 16.2636 7.43719 89.831 19.63 15.2753 internal_count=20547 3321 17226 1983 1904 768 783 623 335 1136 514 259 143 116 104 247 15243 854 86 88 448 1200 1417 75 138 548 47 622 145 543 is_linear=0 shrinkage=0.05 Tree=32 num_leaves=31 num_cat=0 split_feature=33 247 202 310 324 241 287 197 338 124 18 36 283 369 345 249 235 148 57 131 270 8 29 160 79 133 279 19 323 272 split_gain=213.547 43.8896 19.7289 15.4211 12.2997 11.8928 11.63 10.695 9.37039 16.0438 9.00624 7.43679 7.55318 7.2217 7.18873 6.9714 8.56503 6.61483 6.51125 8.17855 6.66736 6.26946 5.46174 5.45318 5.4461 5.21392 5.21277 5.20248 5.16232 4.96754 threshold=0.021156201139092449 0.074891038239002242 0.010943149216473104 0.021457603201270107 0.02847565803676844 0.023891455493867401 0.0064342885743826636 0.0057846573181450376 0.0083931386470794695 0.0051177777349948892 -0.00040100389742292458 0.016554604284465316 -0.0055041802115738383 0.017707363702356819 0.0019801778253167872 0.015504804439842703 -0.0021354762138798829 -0.0050560629460960618 0.080813694745302214 0.0078750848770141619 0.0025459328899160032 0.025142862461507324 0.025476105511188511 0.017507601529359821 0.0099231498315930384 0.0092774112708866614 0.022378179244697097 0.0044253084342926749 -0.014896515756845473 0.017160189338028434 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 6 -3 25 10 -4 9 -9 -1 15 -13 21 -7 -5 -17 -14 20 -20 -18 26 -11 -21 -16 -2 -8 -28 -6 -23 right_child=2 4 7 11 28 14 13 8 -10 22 -12 12 17 -15 24 16 18 -19 19 23 -22 29 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.039308843384048775 0.02992791669266592 -0.04564418953324284 0.073224856499569321 0.057954478900425058 -0.052141537159101831 0.062090448241218801 0.054086251543694036 0.50822476378025694 -0.038291197881621199 -0.039548031629373703 -0.043413964939022026 0.060017599224667512 0.02967583277461755 -0.055458220663413688 0.06320414576723736 -0.029241340173385491 -0.022198329673456006 -0.04585953729389472 0.057554943981027368 0.011770985219818411 0.052813645894928013 0.026567662321790132 0.065727548929436844 -0.087129960075735022 -0.050886218198229249 -0.048304197403128663 -0.06481315045045942 0.032746821736500724 0.067389233826777736 -0.057739190054426237 leaf_weight=4.5259859692305353 2.1560288602486244 22.694086159579459 4.6701315920799997 81.810710107907653 1.1705054547637699 3.8764725523069483 24.910928389057521 0.17823609057814138 11.293078714981673 1.9836354032158849 12.051234984770415 5.8567895330488708 5.5705767003819355 2.3958993609994641 1.3490867400541899 4.6641070432960978 3.1575132831931105 6.0421591810882065 4.0361452642828208 2.8933455049991608 47.921078049577773 4.2583536608144632 3.2514560716226697 2.689172588288784 4.6557318642735481 174.91889050416648 1.9357405947521318 4.6467783898115158 3.9566858327016226 2.9630125416442752 leaf_count=64 56 1370 68 547 60 74 218 6 703 127 394 62 75 72 26 26 17 147 31 24 302 38 36 24 351 15503 16 36 37 37 internal_value=-0.00177797 0.029363 -0.0391698 0.0367717 -0.0298422 -0.0443727 0.0145255 0.00633356 -0.0123653 0.0417202 -0.0208286 0.0445664 0.0137228 0.0287814 0.0090117 0.0482276 0.0360528 -0.00962556 0.0410702 0.00333208 0.0481766 0.0339947 0.0258374 -0.0358709 -0.0252538 -0.0473517 0.0436295 0.00405708 0.0401011 -0.00802444 internal_weight=458.484 250.151 208.333 222.33 27.8213 186.956 57.6879 21.3765 16.7064 5.41333 16.5772 164.642 17.4695 41.1107 9.88129 147.172 65.3614 11.6127 60.6973 9.61866 51.0786 38.7148 5.23509 5.58252 6.00482 177.075 31.4934 6.58252 5.12719 7.22137 internal_count=20547 3597 16950 2130 1467 16010 875 940 872 169 458 1255 284 417 451 971 424 222 398 79 319 345 163 48 377 15559 270 52 97 75 is_linear=0 shrinkage=0.05 Tree=33 num_leaves=31 num_cat=0 split_feature=33 372 345 57 36 76 283 180 303 313 123 240 247 296 107 229 167 17 258 306 279 317 160 305 48 45 118 92 310 52 split_gain=199.629 40.5949 19.0756 16.0681 13.2869 15.8668 12.9978 15.8068 10.6569 10.1849 8.8987 9.21598 7.72369 7.26122 7.0257 6.93677 6.67346 6.66797 7.39761 6.05324 5.73931 6.11672 5.71233 6.15345 5.68648 5.67363 5.37817 4.7587 8.01085 4.57017 threshold=0.021156201139092449 0.064550369977951064 0.0022094764281064276 0.09255163744091989 0.01514256000518799 -0.011787408962845801 -0.0007491431024391203 0.073588773608207717 0.014074767939746382 0.026474616490304474 0.017252101562917236 0.020487615838646892 0.070631522685289397 0.01597644574940205 -0.033809745684266083 0.010903850197792055 0.0018258421332575383 0.01699798367917538 0.020448167808353904 0.010652445722371342 0.010058820247650148 0.017440906725823883 0.016623957082629207 0.014048330951482059 -0.00096892481087706972 0.014377190731465818 0.026296964846551422 0.001863747835159302 0.027478852309286598 0.0049988476093858489 decision_type=2 2 2 2 2 2 2 2 2 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 8 6 5 12 17 13 14 10 11 15 19 -8 25 -9 -15 18 20 -4 -3 24 -18 -24 -22 -2 -1 28 -19 -26 right_child=2 3 4 -5 -6 -7 7 9 -10 -11 -12 -13 -14 16 -16 -17 22 27 -20 -21 21 -23 23 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.045570512064381313 0.068461839847143671 0.07645399777746377 0.17916693215936946 -0.029732683671950644 -0.049043673973231838 -0.050725546160705015 0.055933104183456796 -0.04793852209112371 -0.044582980899153551 0.048049323971564806 0.033737969170596835 0.039735145780770559 -0.017086791360382068 0.064008007683550541 -0.052404461488292343 0.034392549043041357 0.038149882320989752 -0.017915571852026645 -0.055827831987837084 0.047806150200631142 0.066214181628203653 0.06875755304524267 -0.075725989827815809 0.018062558450792899 0.032912997255533372 -0.014048946079346992 0.045770280332513465 0.059796112303297289 0.05692870269435002 -0.045496604186180012 leaf_weight=19.266685276292268 8.6020526029169542 5.9396135322749677 1.0366437174379841 9.2657638043165189 158.01276419963688 10.792070801369844 35.009914506226778 19.516899213194854 6.5773948328569523 9.7345136255025846 8.9255100814625603 4.7165220128372303 4.411161650903523 5.0433703511953381 2.0352861955761936 2.9443781664594999 4.6651169508695585 5.6615259973332277 2.5227996557950965 5.6945111351087689 2.42840672656894 4.3476739265024653 3.8534962013363838 3.2021397398784757 2.72904004529118 2.7493221936747423 1.7586570642888535 77.894360711798072 9.7018535137176496 5.8249615579843521 leaf_count=1355 123 42 18 315 14903 952 253 364 482 85 66 43 197 33 102 37 38 35 77 92 14 31 58 51 20 81 21 519 60 80 internal_value=-0.00176131 0.028497 -0.0388371 0.0347341 -0.0439816 -0.0075152 0.0375168 0.0240438 0.007533 0.00266004 -0.00957825 -0.0238038 0.0343369 0.0429758 0.0331396 -0.037146 0.0159161 0.0487523 0.0251256 0.0680366 0.0347275 0.0185606 -0.00477762 -0.0331609 -0.0013112 0.0484776 -0.0379303 0.0547801 0.029348 -0.0204811 internal_weight=444.864 244.953 199.911 223.928 179.947 21.9344 214.662 97.6119 19.9641 45.8378 36.1033 27.1778 11.1423 51.774 13.3867 22.4613 16.7641 117.05 23.7925 6.73115 21.2697 15.3301 11.7208 7.05564 10.9824 11.3514 21.0253 93.2577 15.3634 8.554 internal_count=20547 3597 16950 2221 16162 1259 1906 1028 788 595 510 444 307 433 306 401 180 878 264 110 187 145 147 109 114 204 1376 614 95 100 is_linear=0 shrinkage=0.05 Tree=34 num_leaves=31 num_cat=0 split_feature=36 265 271 303 259 368 151 139 282 317 331 301 249 42 18 154 178 310 363 285 106 9 77 129 232 331 241 236 47 241 split_gain=187.164 42.3928 31.5796 21.9436 15.8657 14.1923 14.7224 8.92968 6.69815 7.65751 6.26211 7.5373 6.17299 9.28783 9.5758 9.15439 7.56996 5.65155 5.25578 4.63419 4.53522 4.64507 4.33464 4.33051 7.95618 4.26535 4.10081 3.80725 3.54847 3.45557 threshold=0.015815334394574169 -0.031285531818866723 0.013798521831631662 0.012111008632928135 0.00094552978407591592 0.02831605821847916 0.01173763442784548 0.028613820672035221 0.019896592013537887 0.021101144142448906 0.0191261125728488 0.020697696134448055 0.014799790922552349 0.010616980958729984 -0.0025567002594470973 -0.082144115120172487 0.0033546388149261479 0.032093159854412086 0.0026802980573847894 0.035390352830290801 0.0010286011383868756 0.014440197031944992 0.006833503721281887 -0.0087894718162715418 0.03087917156517506 0.0022865036735311155 0.013705726712942125 -0.0014115160447545347 0.0088177691213786619 0.031758604571223266 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 8 12 10 18 23 -10 11 -7 25 -14 26 -16 28 20 22 -3 -8 -22 -4 24 -2 -1 -15 -27 -17 -20 right_child=2 19 7 -5 -6 6 17 -9 9 -11 -12 -13 13 14 15 16 -18 -19 29 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.013460459333279245 -0.039342159308125076 -0.050874059525348708 -0.044726943073207744 -0.040903717964213882 -0.046892211137251283 -0.044354085538457023 0.034796984043519455 0.038337266393442308 -0.046201140211035059 0.1006726569755325 0.060393814341170096 0.0574472787265288 0.052022647245702006 0.0002325135369774007 0.045895761062899991 -0.0021662587954163698 0.018120747120563562 0.036981664137523892 -0.048617883226991121 0.039126886247350161 0.040028166033307409 -0.051897090525385714 0.051376438865929089 0.081727774262401798 0.07194621036502695 -0.018186721741099865 0.062132190201930129 0.057155271051929316 -0.069817094195357712 0.048715543375852502 leaf_weight=2.3004176514223209 2.5342232640832725 16.234794081188742 2.2422161726281038 18.151178334839642 5.4261980848386875 3.894435070455077 2.2248248765245142 3.1586006330326191 3.2612214228138319 1.2192102400586007 13.843008366413413 3.4105332819744945 36.092670558020473 3.4899479793384662 6.607693455182015 2.6565940482541972 6.470320362597703 3.6741044083610168 159.44154771417379 1.5684542777016748 1.5408010473474849 12.712555292993782 2.461253909394145 10.936332897283139 4.3846738934516907 1.7126978859305371 11.467853123322127 79.966514912433922 7.1696313517168164 0.91712174657732148 leaf_count=35 67 1387 134 1294 309 89 30 50 120 9 88 32 255 23 50 17 39 28 15049 30 15 486 28 99 38 17 74 570 56 29 internal_value=-0.00174316 0.0309782 -0.0349083 0.00184551 0.0297957 0.0375839 0.0114877 -0.0449396 0.0484261 -0.006234 0.0406291 0.00317479 0.0444081 0.0338743 0.0165741 -0.00374627 -0.0238744 -0.0190935 -0.0465332 -0.042945 -0.0315964 -0.0419599 0.00556249 0.0621421 0.031184 0.0536844 0.0476898 0.0555755 -0.0515272 -0.0480612 internal_weight=431.172 217.038 214.134 45.913 27.7619 199.235 41.3003 168.221 22.3357 4.48043 21.148 7.30497 157.934 73.9547 37.862 22.9042 16.2965 20.1523 165.062 17.8032 16.4782 14.2534 4.70347 17.8552 6.9189 83.9796 14.9578 81.6792 9.82623 160.359 internal_count=20547 3321 17226 1936 642 1904 768 15290 333 129 209 121 1136 514 259 162 112 559 15240 1417 531 501 162 204 105 622 97 587 73 15078 is_linear=0 shrinkage=0.05 Tree=35 num_leaves=31 num_cat=0 split_feature=33 247 202 310 241 128 324 76 303 79 181 106 178 285 113 1 18 308 147 254 368 330 296 48 249 287 324 133 253 287 split_gain=175.51 35.9873 18.0196 13.3915 11.0694 10.6739 10.6032 9.23263 8.92225 7.94733 7.26033 6.98458 12.0901 7.52233 8.37473 7.33021 6.78948 6.26905 6.21622 6.16269 6.3659 5.8774 5.99754 5.37515 5.02193 5.3662 4.92446 4.85764 4.79676 5.41151 threshold=0.021156201139092449 0.074891038239002242 0.010943149216473104 0.021457603201270107 0.023891455493867401 0.0075032373424619445 0.02847565803676844 -0.014143066480755804 0.013992056716233494 0.022662907838821415 0.018377458676695827 0.0020614613313227896 0.003016996663063765 0.0362122729420662 0.019488621503114704 -0.01070408523082733 -0.0063365208916366092 0.032098637893795974 0.013983270153403284 0.0091429208405315893 0.022546752355992798 0.0025496182497590785 0.01485528238117695 0.013718348462134601 0.019800498150289062 0.0033224677899852399 0.026825364679098133 0.0092774112708866614 0.015065827872604133 0.008488419000059368 decision_type=2 2 2 2 2 2 2 2 2 2 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 27 16 -3 8 10 21 -4 -5 13 14 15 -13 -1 -14 -6 -16 -21 22 -7 -20 25 -17 -11 -2 29 -18 right_child=2 6 7 11 18 9 -8 -9 -10 26 -12 12 17 -15 19 24 28 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.061916921221979206 0.029206687520255428 -0.045074795290354415 0.19965590719779411 0.055934495439279697 -0.050923650816866908 0.046731075590379687 0.037666008229248524 -0.051262883461588304 -0.04427725473594666 -0.048750386137138828 0.037290326344593783 -0.077177229696323846 0.055867433745778586 0.056048782157466254 -0.062233771628396474 -0.038494220588098094 -0.056712154933109341 -0.011937538997627589 0.065105448991481074 0.062536367439345431 -0.061027407211167339 0.065672294089242952 -0.025473677206377471 -0.037560376178413631 -0.01753567101459794 0.045376998724499081 0.0393103553911478 -0.047941001472021391 -0.043444796663397782 0.035508008453178246 leaf_weight=2.6007778868079212 2.0680773789063087 20.426522730849687 0.73586889449507253 53.989204299636185 2.9474624339491111 7.2019682647660392 4.7776749702170482 5.1298733707517377 3.4230374936014405 4.391564945690333 10.697425467893479 1.8016365813091386 46.421161574311554 9.4734728755429369 6.4311277177184802 2.1090058740228512 2.2886542212218073 3.6791121494024983 4.6322151906788349 2.6874104524031281 1.7028332911431787 13.902126995846627 4.7878995826467872 1.7590440819039939 5.1401413567364207 19.924229780212045 2.4864288764074445 152.5777122778818 12.160709600895641 5.21678776293993 leaf_count=18 56 1370 19 372 241 71 97 430 273 114 218 9 316 74 129 45 77 50 97 24 32 122 107 113 35 169 33 15503 294 39 internal_value=-0.00172666 0.0270402 -0.038254 0.0338652 -0.043717 0.0127075 -0.0293906 0.00656934 0.0265387 0.0308583 0.0477405 0.0414581 0.0335929 0.0160061 0.00647406 0.0204913 -0.0140048 0.0508882 0.00914649 -0.0310582 0.01461 0.0435492 0.0178976 0.0368491 0.0269669 0.0373489 -0.016916 -0.0469093 -0.0240452 0.00738707 internal_weight=417.571 233.6 183.971 208.396 163.985 55.0369 25.2042 19.9862 14.8563 32.77 11.4333 153.359 99.3701 49.2699 39.7964 28.975 22.2669 50.1003 9.33872 10.8214 4.39024 25.892 11.9899 6.39126 27.1734 22.0332 6.87799 154.646 19.6662 7.50544 internal_count=20547 3597 16950 2130 16010 875 1467 940 510 447 237 1255 883 517 443 258 428 366 451 185 56 300 178 210 249 214 147 15559 410 116 is_linear=0 shrinkage=0.05 Tree=36 num_leaves=31 num_cat=0 split_feature=36 265 163 138 336 92 282 70 178 276 288 9 339 168 322 36 330 296 141 102 222 239 85 138 285 114 84 164 152 133 split_gain=165.063 36.8741 29.3111 15.78 12.8262 8.90342 7.49244 6.93061 6.52833 9.26867 8.79677 9.8012 7.65996 6.76477 6.29141 9.27519 8.74162 6.07394 5.92001 8.29438 5.51594 4.73168 4.6348 4.44473 4.37985 4.02097 3.92418 3.8815 3.84359 3.60343 threshold=0.015815334394574169 -0.031285531818866723 0.018516727723181251 0.046080596745014198 -0.051260273903608315 0.018059520050883297 0.023802868090569976 0.0037277434021234517 0.0016188770532608034 0.0014804333914071324 0.013075351715087892 0.022984773851931099 0.011042891535907986 0.011701290961354973 0.013210707344114782 0.022191296331584457 0.0036740043433383112 0.014985542278736831 0.011382809374481441 0.0023815449094399814 0.014575752895325424 0.019625857472419742 -0.013786633964627979 0.024724687449634079 0.035390352830290801 0.0030292123556137089 0.042275361716747291 0.00070121494354680191 0.001419703185092658 0.023644337430596355 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 17 6 18 20 9 21 11 -11 25 -14 -2 16 -16 -1 -4 23 -6 -9 26 -20 -3 -13 -19 -22 29 -5 right_child=2 24 3 28 7 -7 -8 8 -10 10 -12 12 13 -15 15 -17 -18 22 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.032993852720090151 -0.048399118267585119 -0.05080985782949074 -0.00032726790660623324 0.045590363767622114 -0.042323472708291572 -0.052382120058825643 -0.053884103944041473 -0.0040288878810163303 0.051880769145896094 0.035280157339050398 0.054918084444586006 0.02033496321617469 -0.029008206117029846 0.066409677181763868 -0.033338494962037321 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37 204 352 104 30 95 66 23 1107 80 internal_value=-0.00170782 0.0295541 -0.0342926 -0.000219245 0.0357493 0.0216234 0.0315424 0.0399031 0.0426737 0.0316225 0.0162925 0.00270783 -0.0215533 0.0171374 -0.0451349 -0.0131125 0.0311651 -0.00480309 0.0397428 0.0548824 0.00368537 0.0523566 -0.0275175 -0.0128676 -0.0424182 -0.0494053 0.021467 0.028112 -0.0379403 0.00603577 internal_weight=405.097 206.745 198.352 47.8806 190.359 30.3223 26.7385 172.673 160.402 72.9003 41.9121 31.007 17.7707 7.43806 150.471 13.9195 6.39428 17.6869 24.3966 17.7065 12.2703 30.9882 11.0477 3.59927 16.3859 10.3326 3.36021 8.01502 17.5583 3.87277 internal_count=20547 3321 17226 1983 1904 757 538 1370 1180 561 324 256 171 63 15243 854 151 534 441 284 190 237 441 113 1417 108 89 60 1226 119 is_linear=0 shrinkage=0.05 Tree=37 num_leaves=31 num_cat=0 split_feature=36 265 271 303 259 368 151 33 18 249 42 178 154 143 331 301 282 317 211 54 160 96 306 129 232 302 171 336 94 225 split_gain=154.294 34.2216 28.4821 18.7304 13.6331 12.2813 12.6494 7.82027 6.00395 5.8102 7.85027 8.53789 7.69377 7.30694 5.63608 6.68195 5.55054 7.16014 5.00652 4.62891 4.28368 4.19448 10.4554 3.66198 6.79156 3.6507 3.795 3.32854 3.29046 4.22214 threshold=0.015815334394574169 -0.031285531818866723 0.013798521831631662 0.012111008632928135 0.00094552978407591592 0.02831605821847916 0.01173763442784548 0.012500373646616937 0.020977463573217395 0.015265606343746187 0.010616980958729984 0.003296288195997477 -0.082144115120172487 0.040648443624377258 0.0191261125728488 0.020697696134448055 0.020467125810682777 0.021101144142448906 0.0062977843917906293 -0.025108797475695607 0.020195404998958114 0.0083849024958908575 0.010563103482127191 -0.0087894718162715418 0.03087917156517506 0.0081062573008239287 0.0044690428767353305 -0.047292433679103844 -0.0012026081094518302 0.015812839381396774 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 16 8 14 19 9 -1 27 12 -12 -14 15 -7 23 -18 -8 -4 -13 -3 -23 24 -2 26 -9 -11 29 -5 right_child=2 21 7 28 -6 6 18 25 -10 10 11 20 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.051979693162021473 -0.038826511165150131 -0.051093037073888029 -0.046213705966530787 0.076312194135289946 -0.046596647020606584 -0.044167352590470638 0.024019518859720489 0.081264076200088464 -0.027265300229534981 -0.005017636285286585 0.041571722775527342 0.057460353631597239 -0.056500254732283123 0.022644508304842062 0.05724418131069501 0.054179846156842473 -0.054068974178074172 0.093027150497654532 -0.034657511652409559 0.037319430142776784 -0.0035161594926862911 0.31854366770250975 -0.021774704837523588 0.075181764372865306 0.066247210256459452 -0.047950502244785642 -0.052983763845829694 0.054534859319962284 -0.04962896193823306 -0.05183415480616467 leaf_weight=78.715360435657203 2.4147830903530183 14.010309638455508 2.6190363243222237 1.2800570726394682 4.9658764842897645 3.731139704585078 4.9034734545275596 1.1217010105028742 3.1215825295075765 2.5521759893745211 5.4965156354010096 11.68178714904934 8.4195076450705546 4.4617119124159208 12.86668245308101 3.2155582634732127 2.6854618592187758 1.195619507692754 14.056088362820445 4.5217203795909873 3.8228091299533835 0.26837032567709584 1.4190289443358777 10.887961393222215 4.2349277622997761 138.50779831688851 0.99196373112499703 29.094452199526131 13.842113359831272 1.2910966956987975 leaf_count=611 67 1341 145 30 309 89 54 17 44 41 38 85 63 32 88 32 112 9 505 50 21 10 66 104 41 15030 48 201 1184 80 internal_value=-0.00169239 0.0287724 -0.03396 0.00195789 0.0280467 0.0347513 0.00971287 -0.0443632 0.0413391 0.0428238 0.0318254 0.0151001 -0.00795372 -0.0290866 0.0376496 0.0013566 0.0453526 -0.00875403 -0.019482 0.00668174 0.042426 -0.0421234 0.0323508 0.0573263 0.0280906 -0.0469553 0.0182602 0.0497322 -0.0399804 0.0119639 internal_weight=392.397 201.837 190.56 42.7979 26.3846 186.139 38.7729 147.762 147.366 144.244 65.529 33.8823 18.3777 12.8812 19.8134 6.9467 21.4188 3.88108 18.9596 7.14076 15.5046 15.6977 1.6874 17.5377 6.64971 140.621 2.11366 31.6466 16.4133 2.57115 internal_count=20547 3321 17226 1936 642 1904 768 15290 1136 1092 481 239 133 95 209 121 333 121 559 195 106 1417 76 212 108 15095 65 242 1294 110 is_linear=0 shrinkage=0.05 Tree=38 num_leaves=31 num_cat=0 split_feature=163 36 179 285 265 316 178 71 32 368 84 273 276 144 29 308 284 149 169 260 296 121 218 196 176 363 166 222 96 176 split_gain=145.024 48.8623 17.2266 13.5595 10.805 10.6966 9.43015 13.4307 8.96836 8.58942 8.35054 6.7243 6.59057 8.17397 6.79927 5.86808 5.57345 8.9244 5.52605 5.5207 7.76655 5.0464 4.97541 4.68032 4.66179 4.54279 4.35617 4.31377 4.0236 3.91275 threshold=0.011630047578364612 0.022793600335717205 -0.0029887954005971547 0.026925717480480674 -0.030054404400289055 0.013482177164405586 0.003234340227209032 0.0087445718236267584 -0.0036232979036867614 0.024302035570144657 0.041354298591613776 -0.0019324072636663912 0.0033831103937700395 0.0057752607390284547 0.025476105511188511 0.019476766698062423 0.0029325605137273674 0.017590993084013466 0.014771696180105211 0.0095746144652366656 0.013506740331649782 -0.0018576616421341894 0.022016639821231369 -0.0034736433299258347 -0.00092476853751577426 0.0092565990053117293 0.015141625888645651 0.011353092733770611 0.010440070182085039 0.0069016730412840852 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 16 28 6 -5 7 11 21 12 18 22 -9 14 -14 -12 -1 -18 -11 -8 -21 -3 -2 -10 -19 -22 -15 -7 -4 -17 right_child=1 8 3 5 -6 27 19 9 23 10 15 -13 13 26 -16 29 17 24 -20 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.04866759793043765 0.040723553016261106 0.046554070665281243 -0.05111310117639048 0.1924920150551184 -0.052396159161316624 -0.018269750052972031 0.053562213359519176 0.052496869301657291 0.060678981346102015 -0.0047927705973450172 0.026277911429652759 0.063033186490538809 -0.045409472268825107 0.05408346954500403 0.035658786536543405 0.008456430470733375 -0.044311625614675179 0.20342444663546799 0.067124754368729583 0.052645088916099786 0.04615870629018682 -0.052663549124180677 -0.029896260179961533 -0.046930359184709003 0.037226236829422214 -0.050876038281290371 -0.0082409814198481247 0.056928373932539557 0.041756689312854589 -0.053662746355989402 leaf_weight=124.69658599887043 7.3467513890936953 5.0069304425269365 7.8859369931742567 1.1288943849503983 3.6258507594466201 3.0877385111525637 67.277200005948544 16.032669939100742 1.0488723246380711 5.8957211840897816 4.0983363352715996 26.648825106211007 7.9545788774266857 10.383528481237589 3.83259660564363 3.1865674955770364 4.6098352037370196 0.53841557074338231 4.8835915680974722 7.4217927716672403 1.671861379407346 1.7224559597671021 3.7760090418159962 27.584697006270289 1.9502315558493135 4.3302078703418374 3.8407112741842857 4.9879456264898181 1.3687124596908686 12.396641471423207 leaf_count=14346 92 84 685 21 240 164 507 116 10 65 34 217 54 67 27 68 419 5 36 60 14 83 33 2505 66 66 29 87 34 313 internal_value=-0.00167601 0.0232845 -0.0398784 0.0053591 0.0331093 0.0483288 0.0347327 0.025228 -0.0307817 0.0126336 -0.00758488 0.0494037 0.0272819 0.0117402 -0.0190502 -0.026959 -0.0462144 -0.00311935 0.0277896 0.0477206 0.0184439 0.0211583 0.0167492 -0.0429885 0.073183 -0.0238473 0.0372551 0.0281764 -0.0373782 -0.0409602 internal_weight=380.221 229.966 150.254 18.4592 194.603 9.20458 190.978 110.277 35.363 72.5049 30.4609 37.7716 42.0441 26.0114 11.7872 19.6815 131.795 7.09848 10.7793 80.7011 13.4239 6.72939 11.1228 28.6336 2.48865 6.00207 14.2242 8.07568 9.25465 15.5832 internal_count=20547 4720 15827 991 2038 272 1798 1151 2682 809 516 342 293 177 81 415 14836 490 101 647 140 167 125 2515 71 80 96 251 719 381 is_linear=0 shrinkage=0.05 Tree=39 num_leaves=31 num_cat=0 split_feature=163 36 179 201 265 300 372 336 25 316 90 143 144 256 348 163 242 320 284 129 167 239 178 368 249 199 193 184 266 52 split_gain=136.186 47.2536 15.7262 11.9297 11.2689 9.71378 9.46418 13.1772 11.0136 8.9955 8.78509 6.87764 6.24379 7.41871 6.89985 5.68184 5.59448 5.45851 5.23165 8.21066 4.88198 4.73263 6.28914 6.02089 4.65566 4.59361 4.35049 4.31357 4.56959 3.95562 threshold=0.010015030391514303 0.022793600335717205 -0.0029887954005971547 0.012680153362452986 -0.030054404400289055 0.0040747274179011592 0.081364322453737273 -0.040432970970869057 0.017329087480902675 0.013482177164405586 0.02233039774000645 0.027398020029067997 0.011406456120312216 0.025965658016502861 0.021861751563847068 0.0032177241519093518 0.010074538644403221 0.0060896493960171947 0.0029325605137273674 -0.00055404487648047496 -0.00028503437351901079 0.023349191993474964 0.003016996663063765 0.022920236922800544 0.018905714154243473 0.023482641205191616 0.019260358065366748 0.067891124635934844 0.0071900486946105966 0.0052494856063276538 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 18 9 6 11 7 10 12 -4 -2 -3 13 14 16 -11 -8 -12 -1 -20 -19 22 23 24 -10 -16 -18 -9 -29 -21 right_child=1 5 3 -5 -6 -7 8 27 21 15 17 -13 -14 -15 25 -17 26 20 19 29 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.049727448523424006 -0.0406748588112366 -0.042163875404466145 0.18445270696273522 -0.033290173867498302 -0.052095335667570832 -0.049523218974588286 -0.046399199290486658 0.055502884118673892 0.056895549172520613 -0.035409176553951996 0.050213171675704805 0.033185722578675018 0.059298504826790749 0.041771097202568067 0.0052335104881888993 0.063618599060996053 0.052549736020548445 0.060508382056443405 -0.04368735180228589 -0.030133928788632993 -0.037813598938418728 0.057543630254910327 0.056491356278300778 -0.01815865390137017 -0.011426087560288505 -0.07006742440020064 -0.011465327952448459 0.048774004144344046 -0.043917547237557912 0.11714606330463445 leaf_weight=114.58529647532851 12.310414571315052 4.8870924725197238 1.0880929557606602 9.3119107075035554 3.9350832183845332 23.536905408836901 3.0197997270151999 16.328424131497744 8.9036613041535038 2.2313036099076271 6.6024213684722763 7.9628384932875633 7.7483071084134272 11.944301293231545 3.2257196288555843 4.1287103048525751 7.5289639746770245 1.6748782619833944 4.3628974235616624 0.64172978932037894 5.1278030937537551 61.360313666984439 18.212987388949841 7.8807275290600947 3.4634010195732108 5.4424261208623648 4.099059946835041 2.7325522489845744 2.5898640844970942 1.5743375131860373 leaf_count=14011 356 256 25 716 291 2478 29 120 68 140 57 198 69 106 23 58 56 10 409 47 105 480 165 126 20 39 26 25 21 17 internal_value=-0.00165947 0.0218541 -0.0409586 0.00443679 0.0316549 -0.0304349 0.0333877 0.0140196 0.0398106 0.0516045 -0.0101788 0.00452872 0.0186583 0.00972776 -0.0066874 0.0288764 0.0142364 0.0178269 -0.0472379 -0.00387809 -0.0136059 0.0489243 0.0351729 0.0159969 0.037762 -0.0420453 0.0299834 0.042761 0.00367071 0.0744967 internal_weight=368.442 230.518 137.924 16.76 194.131 36.3868 190.196 47.3664 142.83 7.44811 25.7155 12.8499 43.0086 35.2603 23.316 6.36001 14.6478 13.4051 121.164 6.57896 6.80268 99.8211 38.4608 20.2478 12.3671 8.66815 11.628 21.6508 5.32242 2.21607 internal_count=20547 5124 15423 939 2192 2932 1901 694 1207 223 528 454 348 279 173 198 111 172 14484 473 115 859 379 214 88 62 82 166 46 64 is_linear=0 shrinkage=0.05 Tree=40 num_leaves=31 num_cat=0 split_feature=33 247 302 378 49 129 287 179 25 337 202 380 132 378 9 144 80 206 268 36 268 303 239 89 14 302 378 300 117 352 split_gain=128.286 38.1442 14.9719 12.2566 13.8426 13.3391 9.24539 8.52793 8.15588 7.9535 6.65799 7.25711 8.4034 7.83195 6.28006 6.22225 6.98727 6.21298 5.35686 5.03557 4.82676 4.74725 4.5297 4.18021 4.05196 3.99295 3.97582 3.90323 5.31167 3.89974 threshold=0.023653071373701099 0.074891038239002242 0.0087489299476146715 0.020306228660047058 0.0020712299738079314 -0.0020794479642063375 0.0055985003709793099 0.0014306817320175471 0.018084762617945675 -0.024301336146891114 0.010943149216473104 0.016169510781764988 0.014383807312697174 0.019341443665325645 0.01831637974828482 0.0074266029987484225 0.022848507389426235 0.012572936713695528 0.03349250182509423 0.030113819055259231 0.022720704786479477 0.013054096605628731 0.034647377207875259 0.018637944012880329 -0.0038097301730886097 0.018700337968766693 0.030142977833747867 0.010928618256002666 0.0076801374088972816 -0.017971472814679142 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 21 8 6 14 20 -3 9 -1 22 -12 -13 -14 -6 16 18 -7 -11 25 -5 -2 29 -10 -16 -8 -19 28 -25 -4 right_child=2 7 10 4 5 17 19 -9 23 15 11 12 13 -15 24 -17 -18 26 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.051697097177457886 0.059299033657985514 -0.046162333460772254 0.046916417767909613 -0.037595310937960327 0.042894239852423702 -0.057959386515402993 0.05082659159496733 0.028024302714796293 0.060139532052997172 -0.048022147828271938 -0.03483608074631378 -0.038423969073096143 0.25329299357334356 0.044516766054032014 0.017717072428287808 0.040701645658579741 0.051600877077108566 0.062006488694259093 0.030124633786205182 -0.039057376572126774 0.036265016841657109 -0.051329569788365129 0.079837392170736751 -0.046437810664236835 -0.044880619645645374 0.0030507204268706294 -0.018370169877557015 0.051942563018218951 0.034576538346372192 -0.049353178875236284 leaf_weight=14.443589271977542 4.7499424857087424 22.955652130302045 1.0617014998570073 6.3799262470565719 2.7813737634569433 1.5710308258421708 37.558693908620626 4.6601527305319896 44.740042518358678 9.7339008837007004 6.8126458642072958 1.3796555004082622 0.722719698678702 1.1869754893705247 2.9739285088144269 7.9694620086811474 3.2732938481494775 9.0753708295524103 2.8306689336895934 1.8475462268106628 3.3858131594024599 1.2184817707166073 0.69199276389554043 2.9507396612316388 19.775873096194118 4.9497235319577149 1.8526036883704353 12.273909779265521 6.4366949899122119 114.58631244953722 leaf_count=104 70 2161 16 251 29 53 365 61 357 64 569 71 10 35 32 65 26 88 21 89 48 78 27 18 778 68 65 98 52 14778 internal_value=-0.0016425 0.0213856 -0.0406724 0.0291074 0.0158102 -0.00730777 0.0320546 -0.0336434 0.0408162 0.0224255 -0.0443253 -0.00538879 0.0556001 0.123528 -0.0280269 0.00466684 -0.0134655 0.0350142 -0.0304165 0.0417513 -0.0119877 0.0367137 -0.0477062 0.0514103 -0.0366976 0.0452635 0.0483804 0.0333807 0.00911141 -0.0484694 internal_weight=356.83 224.42 132.41 196.804 92.1519 38.0302 54.1217 27.6158 104.652 38.2509 126.442 10.102 3.28935 1.9097 25.5312 23.8073 15.8379 12.499 12.5646 44.356 9.76574 5.96842 116.34 66.4014 22.7498 42.5084 10.928 21.6613 9.38743 115.648 internal_count=20547 4893 15654 2671 1866 1045 821 2222 805 280 15506 685 116 45 839 176 111 206 85 522 299 148 14821 525 810 433 153 168 70 14794 is_linear=0 shrinkage=0.05 Tree=41 num_leaves=31 num_cat=0 split_feature=33 303 302 247 57 178 346 313 202 380 132 378 34 46 123 293 35 234 191 249 371 116 204 237 57 25 239 355 283 352 split_gain=120.4 35.5591 14.1693 13.3708 10.6348 9.70493 11.1659 9.33515 6.54109 6.57435 7.2443 6.04711 5.84903 5.62048 5.53706 5.57896 6.14223 5.2507 5.08792 5.97654 5.0096 4.70668 4.92489 5.20341 4.48374 4.30391 4.18862 3.84798 3.79796 3.70261 threshold=0.023653071373701099 0.012709650676697494 0.0087489299476146715 0.069595608860254302 0.093635715544223799 0.003234340227209032 0.018111559562385086 0.019972782582044605 0.010943149216473104 0.016169510781764988 0.014383807312697174 0.019341443665325645 -0.0027949687791988249 -0.00040814800013322378 0.016837035305798057 0.017552370205521587 -0.024443912319838997 0.0022898161550983791 0.01293130684643984 0.011817981954663994 0.018677124753594402 0.012013682164251806 0.016178205609321598 0.00051300227642059337 0.091544989496469512 0.010411453898996116 0.034647377207875259 -0.0017702300101518629 -0.0048919757828116408 -0.017971472814679142 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 24 13 5 6 25 14 26 -10 -11 -12 -5 -3 15 16 -8 20 19 27 -7 22 -15 -24 -2 -1 29 -9 -17 -4 right_child=2 3 8 12 -6 17 7 18 9 10 11 -13 -14 21 -16 28 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.038377510170395764 0.057179383117098193 0.058345618561531268 0.044598952688999938 0.03208068610924187 -0.045087381422527738 0.053577692344016964 0.024110518645523042 -0.043389780884521757 -0.034022778389000891 -0.037537200373665223 0.22053098686564893 0.042010667845560346 -0.049561095602526473 0.059620179671859945 0.052247285388282119 0.0092267161270699373 -0.061887611157354076 0.052206145664699971 0.056834797037099642 -0.033145546121239641 -0.038333654822413812 -0.045419812011684213 -0.042531710792994858 0.03350452552864041 -0.051588917050701316 0.045927489407986154 0.071889212756392179 0.05648077982456956 -0.049432494028045393 -0.049255917977307544 leaf_weight=1.5724061210639764 4.7097942866384974 4.8968583513051298 1.0610436955466855 2.4229525323025909 4.4145649238489559 2.7044658288359633 11.005784397013484 1.159974558278918 6.6313905669376236 1.3425895557738843 0.78675467893481243 1.194690446835011 23.197407128289342 3.9732422204688218 3.3569074701517811 3.5821911641396573 2.5590684581548002 62.74763361364603 11.373365167062728 4.7758856918662786 3.2812443999573588 4.6421750443987539 4.837291910313068 4.2067611506208777 1.1861085132695732 40.6867751237005 0.72905454132705827 5.7231649365276116 12.014080596622078 109.20774406101555 leaf_count=13 84 66 16 47 225 23 148 47 569 71 10 35 2269 34 34 44 29 542 135 86 32 177 95 50 64 372 27 65 360 14778 internal_value=-0.00162397 0.0208171 -0.0403913 -0.0171245 0.0315092 0.0335396 0.0234216 0.00868683 -0.0440808 -0.00525561 0.0521344 0.112894 -0.0418401 0.0109484 -0.00856338 -0.0155637 0.0078866 0.0479379 0.0330414 0.00983088 0.00319376 -0.00219452 0.0132203 -0.00716413 0.0352979 0.0427906 -0.047563 0.0396502 -0.0359595 -0.0483528 internal_weight=345.983 219.134 126.849 48.1767 170.958 166.543 97.8096 55.5504 120.953 9.95543 3.32403 1.98145 25.6204 22.5563 32.518 29.1611 13.5649 68.7333 23.0324 11.659 5.98571 17.6595 13.0173 9.04405 5.8959 42.2592 110.998 6.88314 15.5963 110.269 internal_count=20547 4893 15654 2738 2155 1930 1333 948 15506 685 116 45 2316 422 615 581 177 597 333 198 55 356 179 145 148 385 14821 112 404 14794 is_linear=0 shrinkage=0.05 Tree=42 num_leaves=31 num_cat=0 split_feature=163 36 179 285 41 300 213 222 18 140 201 143 19 280 364 160 305 381 59 284 129 316 332 212 339 17 6 300 52 57 split_gain=113.12 38.5186 14.4694 10.2545 10.1202 8.89805 8.80353 8.25374 7.99922 6.82986 6.69269 5.9837 5.95618 5.92102 6.24625 5.75845 5.44348 7.74554 5.42345 5.29019 7.45412 4.6685 3.93807 3.59122 3.57548 3.48312 3.43998 3.3305 3.31348 3.25403 threshold=0.010015030391514303 0.022793600335717205 -0.0029887954005971547 0.026925717480480674 0.013514872640371324 0.0040747274179011592 0.0066153060179203757 0.018385703675448898 -0.0038637827383354302 0.012605338823050262 0.012680153362452986 0.027398020029067997 0.0066065783612430104 0.0090108914300799387 0.012020417489111425 0.013220002874732019 0.014956882223486902 0.001856707036495209 0.011810397263616325 0.0029325605137273674 -0.00055404487648047496 0.013482177164405586 0.0027379987295717005 -0.02182880416512489 0.005679366411641241 0.022245940752327446 0.032679300755262382 0.007480794098228217 0.0052494856063276538 0.090434458106756224 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 19 23 6 11 9 8 -8 18 21 -3 -10 -14 15 26 17 24 -2 -1 -21 -5 -18 -4 -9 -17 -15 -19 -22 -13 right_child=1 5 3 10 -6 -7 7 16 12 -11 -12 29 13 14 -16 25 22 27 -20 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.049565966568664792 0.051546388745842137 -0.04132082106275746 0.07698160694348162 0.17650307819784652 0.043775684125581499 -0.049338652477618081 0.043420697110555156 -0.02043384900939273 -0.04531996924074054 0.054599770063725066 -0.0064895687131628979 0.043955322513163649 0.047028352527399786 -0.068665890035120913 0.047973555196562538 -0.051496608354890595 0.0027189414378255496 -0.052695811645701945 -0.044907293472541049 -0.042940305541790319 -0.029440997343479519 0.056423908760673824 0.067695301913162614 -0.046102401541578547 0.050404473261760889 0.020295598409071719 0.050298425815499828 0.010740523738656936 0.10971672570992325 -0.051155271864198659 leaf_weight=99.629557859618217 2.4857872109860208 4.5126710049808008 0.64531265944242377 1.0674443058669547 72.626264101359993 20.762133684009314 7.5122296758927396 2.1565291960723725 10.357066845055668 24.020342133007944 3.5875367950648069 6.6813494125381112 5.2368699805811074 0.74870688747615277 3.5455911876633754 11.265997641719876 2.9788634832948437 4.6051471577957255 3.5227649328298867 3.8994211438111961 0.58413090649992172 3.3488309215754271 10.737293232697992 7.2580723101273179 10.237669768277554 1.9875406268984068 3.2256821994669735 3.7570946747437119 1.5980481393635271 1.0391695303842423 leaf_count=14011 25 256 9 10 633 2478 70 25 269 206 174 127 45 31 55 383 23 65 50 409 47 64 79 682 88 19 64 62 17 71 internal_value=-0.00160663 0.0202763 -0.0401124 0.00434661 0.0293331 -0.0294078 0.0196551 0.0108331 -0.00355075 0.0426736 0.0442389 0.00441868 -0.0132534 -0.000484816 -0.0124626 -0.0249006 0.0291421 0.0129906 -0.00500362 -0.0468025 -0.00153037 0.0854479 0.0535838 -0.0360526 0.038079 -0.0407304 0.0278876 -0.0241943 0.0724667 0.0311536 internal_weight=335.621 214.003 121.618 15.9072 181.007 32.9953 108.381 78.3523 43.8797 30.0289 8.00381 12.2332 36.3675 26.0104 20.7735 17.2279 34.4726 20.7564 6.00855 105.711 6.0816 4.41628 13.7162 7.90338 12.3942 13.2535 3.97439 8.36224 2.18218 7.72052 internal_count=20547 5124 15423 939 2192 2932 1559 1278 936 281 248 454 866 597 552 497 342 240 75 14484 473 74 102 691 113 402 95 127 64 198 is_linear=0 shrinkage=0.05 Tree=43 num_leaves=31 num_cat=0 split_feature=33 247 302 17 287 56 324 202 259 89 324 187 380 132 160 356 299 144 328 317 18 218 303 378 239 310 128 273 272 291 split_gain=106.417 31.3506 13.0504 10.6642 11.3377 8.84626 7.91722 6.27984 6.09232 6.05598 7.3156 7.38526 5.72624 5.87062 5.06957 5.97232 4.94942 5.90102 4.84264 4.71905 4.39526 4.24469 4.05976 4.00415 3.90113 3.85813 4.57841 3.83187 3.69776 3.50167 threshold=0.023653071373701099 0.074891038239002242 0.0087489299476146715 0.01828060764819384 0.0063569969497621068 0.013766609597951176 0.02847565803676844 0.010943149216473104 0.0018897976260632279 0.016661302186548713 0.030387601815164093 0.0053229171317070731 0.016169510781764988 0.014383807312697174 0.019878988154232505 0.011825888417661192 0.024520286358892921 0.0094073666259646433 -0.0010113146272487936 0.01994119863957167 0.019498827867209915 0.024142570793628696 0.013054096605628731 0.019341443665325645 0.034647377207875259 0.028112769126892093 0.01263127336278558 -0.013705172110348938 0.021347119472920898 -0.0068835588172078124 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 22 4 5 -1 -3 24 16 27 11 19 -9 -14 18 -16 -6 25 -13 -11 -19 -10 -2 -15 -4 26 -18 -5 -17 -8 right_child=2 6 7 9 8 -7 29 12 21 10 -12 14 13 23 15 28 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.044791263254077694 0.054628884912181777 -0.045803405250635705 -0.048176350124925368 -0.040951828028445471 0.04364265149982291 0.030196234420963683 -0.05139183016110635 -0.033208978372283919 -0.054029579217354365 -0.041652911402557176 0.048808803449425148 -0.0070707537170857735 -0.036687929754824621 0.18060532779134364 0.037903757764947338 -0.073162979168833006 -0.044420397102137472 0.057339752488826147 0.058869312699512913 0.056327377403847814 -0.028489179177709358 0.050396825453571187 -0.051200886334904785 0.039917294635252752 0.066012561370738437 0.046732494588257893 0.022682454863935841 0.05000209052786591 0.02798621942253849 0.054311517559962157 leaf_weight=12.780576436780395 4.595491506624966 20.574290635529909 100.49345887545496 1.182581447996198 26.60474850051105 5.6812934335321179 1.031719464343041 6.2676678970456106 3.9055685023777178 8.1010818909853679 19.659362395759672 3.6831072438508281 1.2718936111778023 0.88075387850403819 4.1761522931046766 3.2558916164562106 7.416557978838684 8.1329902680590731 11.410232723224908 1.4486584030091751 1.8266274295747269 1.2960412828251717 1.1287926919758318 1.1878308579325674 0.75357631500810285 2.5448298463597885 3.8675683317705989 55.706770540215075 1.2506149327382443 3.2565534375607958 leaf_count=613 70 2099 14794 14 289 76 87 569 174 142 185 37 71 10 78 56 88 80 109 16 51 22 78 35 27 22 33 564 22 36 internal_value=-0.00159128 0.0197754 -0.0398589 0.0268986 0.012234 -0.0217153 -0.032922 -0.0436604 0.0235078 0.0367828 0.0246195 0.0103499 -0.00502929 0.0478437 0.0252671 -0.0051734 0.0288255 0.0122542 0.0427785 -0.0267897 0.0415984 -0.0280105 0.0337599 0.0998189 -0.0473264 -0.0088795 -0.0214213 0.0481114 -0.0450927 0.0288803 internal_weight=325.373 208.794 116.579 183.931 74.0568 18.4619 24.8626 110.855 55.5949 109.874 52.9851 33.3257 9.60815 3.34048 23.776 8.68266 50.3933 23.7886 15.0933 9.54974 9.95962 5.20161 5.72428 2.06858 101.247 13.829 11.2841 56.8894 4.50651 4.28827 internal_count=20547 4893 15654 2671 1448 689 2222 15506 759 1223 645 460 685 116 302 156 563 274 146 158 131 196 148 45 14821 143 121 578 78 123 is_linear=0 shrinkage=0.05 Tree=44 num_leaves=31 num_cat=0 split_feature=163 36 284 41 300 213 222 219 337 140 25 143 18 59 381 305 229 197 285 113 197 117 227 378 237 156 19 57 212 100 split_gain=100.333 36.2414 12.2504 9.93877 8.41421 8.31984 10.0056 7.88402 7.84764 7.51464 5.42851 5.35565 5.32833 5.01508 4.88477 5.25691 4.67873 4.23715 9.47085 4.11651 5.07098 3.58106 3.48859 3.81143 3.4443 3.31967 3.1541 3.01557 2.87396 2.86955 threshold=0.0089324312284588831 0.022793600335717205 0.0026535629294812684 0.013514872640371324 0.0040747274179011592 0.0073494762182235726 0.018385703675448898 0.0063135628588497647 -0.031351830810308449 0.012605338823050262 0.013040951918810608 0.027398020029067997 -0.0038637827383354302 0.012823381926864387 0.001666606462094933 0.014956882223486902 -0.0055369834881275884 0.0063870516605675229 0.032486645504832275 0.014839432667940857 0.0075762087944895038 0.0032327459193766121 0.011050369124859573 0.025645884685218338 -0.0020159810082986947 0.0074948857072740802 0.0070447463076561698 0.090434458106756224 -0.014354328624904154 -0.0088485223241150362 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 17 5 11 9 8 -4 -7 13 24 -3 -10 -2 -12 22 -14 18 28 20 26 -9 -16 -24 -8 -5 -18 -13 -1 -11 right_child=1 4 7 25 -6 6 10 21 12 29 14 27 16 -15 15 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.038250641732628314 0.042729616325351355 -0.040788133752275024 0.057346759760609427 0.044698073086849886 -0.049254494969668376 0.054390763888079986 -0.055525006119626866 0.072475234284091597 0.032024066437929911 -0.0054074264699127909 0.05741732542044467 0.041182768535174774 0.038554501807495319 -0.04531439280584118 -0.060888665234364828 0.059867232322344158 -0.028939350018490934 -0.048993577321638719 0.13436621804757834 -0.045933013451025101 -0.042349661934221176 -0.04728899869576627 0.046806435007940628 -0.050961076762350767 0.018729188752986403 -0.0069509162486458267 0.049259685835747948 -0.051085996370508369 -0.048566204923911421 0.055977913662623807 leaf_weight=1.1768308528698979 2.7807914763689032 4.3421174543909711 4.8894665320403856 66.959214853588492 20.481071528047323 4.4489064165391019 2.6627081953920424 0.72361860238015641 4.9572589769959441 2.0683728726580766 15.32995256315917 6.5940017919056118 2.7333514261990812 3.8660097955726087 2.4360279561951739 3.8994672866538167 1.8777777403593079 90.734905255958438 0.99151110183447588 16.491081683896482 5.3075859379023314 4.5412383722141385 2.9319842299446464 1.5104081048630176 3.7768918671645215 3.2626674799248567 4.1158111691474915 1.0228896453045306 5.0178054501302531 23.928982854820788 leaf_count=32 31 266 113 614 2676 47 33 11 55 16 144 130 30 57 42 32 26 13784 36 566 227 500 31 34 26 28 40 76 620 224 internal_value=-0.00157166 0.0187519 -0.0406457 0.0277336 -0.0297961 0.0180044 0.00856439 0.0116294 -0.00820759 0.038964 0.0291416 0.00352847 -0.0160563 -0.00847983 0.0392829 0.0134894 -0.0238644 -0.0460665 -0.00910859 -0.0300032 -0.00675793 -0.0308282 -0.0128028 0.0135656 -0.0119742 0.0422983 0.0247601 0.0287918 -0.0320731 0.051094 internal_weight=315.861 207.785 108.075 175.345 32.4401 105.123 72.4792 10.1543 39.9318 32.6442 32.5474 11.959 35.4829 6.6468 26.1078 10.7779 30.5256 97.9211 7.18615 27.7923 11.3012 5.26486 6.87842 4.44239 6.4396 70.2219 5.99359 7.61689 6.19464 25.9974 internal_count=20547 5451 15096 2303 3148 1661 1333 624 991 328 342 472 944 88 283 139 889 14472 688 859 293 511 107 65 59 642 66 206 652 240 is_linear=0 shrinkage=0.05 Tree=45 num_leaves=31 num_cat=0 split_feature=163 36 284 265 283 9 97 300 163 333 92 57 331 143 378 296 41 179 316 240 213 316 68 179 143 334 235 287 228 160 split_gain=94.2151 33.6086 11.7573 9.28719 8.18907 13.1546 8.47693 8.09098 7.23583 5.06099 6.11551 5.1996 5.12404 4.95351 4.63456 5.52544 4.54096 4.38201 9.84501 4.24175 3.97449 4.09831 5.12625 4.39256 3.95804 3.83242 3.80053 3.50506 3.44261 3.41141 threshold=0.0089324312284588831 0.022793600335717205 0.0026535629294812684 -0.031285531818866723 -0.0023809850681573148 0.025433228351175789 -0.042435228824615472 0.0040747274179011592 0.0024708876153454189 0.0063012454193085441 0.0011690542451106014 0.089415054768323912 0.026028045453131202 0.027398020029067997 0.019940244033932689 0.01597644574940205 0.014747088309377434 -0.0028187108691781755 0.015681155957281593 0.020204978063702587 0.00069909126614220451 0.020175122655928138 0.023249841295182708 -0.0032855669269338246 0.043594721704721458 0.030069875530898574 0.00078832602594047796 0.00037443031033035373 0.019603521563112739 0.020842188037931923 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 17 4 9 14 19 13 -4 10 12 -12 -2 -3 26 29 20 -1 25 24 -8 22 -22 -23 -7 -19 -6 -10 -17 -16 right_child=1 7 8 -5 5 6 16 -9 27 -11 11 -13 -14 -15 15 28 -18 18 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.049384094634642633 -0.039276410551148284 -0.040270061493256362 -0.034616974760712529 -0.044479361058014991 0.0078909599034760365 -0.052150606310372306 0.077044106169050663 -0.049120935912869507 -0.051961484496754466 0.056793576544370707 0.044498705516979542 -0.020615830192408511 0.04821652586772824 0.027544291725992955 0.050371791634466659 -0.036887921279687187 0.047244496307313505 0.0081575679480129643 -0.042016716820051675 0.024112461967730439 -0.039864181139562582 -0.025395548410745223 0.052268991714497261 0.050803162274062744 0.036857331899393664 0.14227552247356517 0.058241221605216158 0.066632258578127865 0.047511008082441505 -0.019342372053028453 leaf_weight=84.602954349480569 5.0946469940245143 4.1821537306532282 4.6262036534026247 4.4323081630282095 4.4608062705956426 11.483022764790801 1.6640615239739478 19.533851834945381 0.7195663759484886 30.413198339287192 34.259243083186448 3.367202960420399 2.4919487237930298 7.5617269454523921 10.16402084939182 5.3036931310780338 8.084836617112158 0.98347647860646104 6.8164508198387921 2.9374260636977843 8.7988726920448261 2.9746958990581334 1.8224674002267409 5.1930216397158784 1.401434889063238 1.161959897726774 23.449031984433532 4.6441642963327467 1.5646977722644804 2.1210102871991685 leaf_count=13736 38 266 473 361 36 361 11 2676 50 285 318 73 20 206 97 101 64 44 677 40 105 59 15 47 18 15 202 101 26 26 internal_value=-0.00155543 0.0182617 -0.0403573 0.0269556 0.028851 0.0187823 -0.000753342 -0.0294028 0.0112029 0.0410228 0.0304144 0.0386716 -0.0105378 0.00339469 0.0371957 0.0182554 0.0155213 -0.0458624 -0.0126161 -0.030108 0.00298158 -0.0035778 -0.0240555 0.0230515 -0.0424693 0.0807953 0.0501938 0.0507224 -0.0176609 0.0383356 internal_weight=306.314 202.759 103.555 171.482 167.049 91.4231 44.3598 31.2777 9.98993 75.6262 45.213 37.6264 7.5866 11.7439 47.0633 19.1534 28.538 93.5648 8.96189 15.8219 20.4531 18.7891 10.6213 8.16772 12.8845 2.14544 27.9098 5.36373 6.86839 12.285 internal_count=20547 5451 15096 2303 1942 1208 720 3148 624 734 449 391 58 472 488 250 301 14472 736 419 237 226 120 106 379 59 238 151 127 123 is_linear=0 shrinkage=0.05 Tree=46 num_leaves=31 num_cat=0 split_feature=33 303 302 378 17 372 324 21 336 202 265 337 380 19 132 376 23 100 313 180 84 239 57 256 4 315 366 352 204 34 split_gain=88.5707 26.6831 11.4194 10.4689 9.20503 10.093 8.18264 7.29642 6.99875 5.94495 5.63973 5.43268 5.03404 5.00833 4.86638 4.79713 4.13308 4.08636 3.76332 3.73994 3.70865 3.66511 3.60416 3.51267 3.55504 3.42518 3.32583 3.32571 3.2816 3.14738 threshold=0.023653071373701099 0.012709650676697494 0.0087489299476146715 0.020306228660047058 0.022634113207459453 0.078946840018033995 0.022189756855368618 0.0092074265703558939 -0.036593480035662644 0.010943149216473104 -0.074369974434375749 -0.011425693985074757 0.016169510781764988 0.017972889356315139 0.014383807312697174 0.0078941104002296942 0.0013143050018697979 -0.0081210038624703867 0.025084530003368858 0.069448731839656844 0.044145273044705398 0.034647377207875259 0.091544989496469512 0.033251563087105758 0.0092438808642327803 0.010873305145651104 0.0056686166208237418 -0.017971472814679142 0.015203893184661867 0.0052761137485504159 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 22 15 5 8 13 29 20 21 -8 -6 -11 18 -14 16 -3 -12 25 -13 23 27 -2 24 -1 -7 -27 -4 -16 -5 right_child=2 3 9 7 11 6 10 -9 -10 12 17 19 14 -15 28 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.037146020273790957 0.051585362294636131 0.049394252194312781 0.042222243285608807 0.052838568453082969 0.050503873522091895 -0.030168739905889502 -0.020311084784318562 -0.041445307177139429 0.06019860471863784 -0.032566300835278825 -0.032579545937188988 0.043259135136374888 -0.035989386855229545 0.045103185935381693 0.18033171365049819 0.056724735602696578 -0.052791224645215823 0.044334777105447525 0.034642412434474988 -0.040197036866524052 -0.055893887734230957 0.062115270203879962 -0.051448213740815311 -0.060490521726281034 0.040682737667812469 -0.056326242630270446 0.06373347463338129 -0.048906956067535992 0.047164415073503732 -0.02847399544035949 leaf_weight=2.2918268479406851 4.3710499308072022 1.6107808477245251 1.0128727634437371 3.2975656990893212 47.063958117738366 13.124868486076599 3.9453165363520375 26.758120412938297 2.6464767861179999 5.7404045993462187 1.7883048718795169 2.4552214369177809 1.1853766967542472 5.5795037555508307 0.68732472416013513 5.8692493974231184 2.5657544219866395 50.275888516101986 4.0420721648260942 2.961827511433512 6.6573411477729669 0.7642752081155767 1.0532901627011595 2.2089909282512963 4.0780811146833003 0.8005770319141442 2.0638887784443796 86.67732647433877 1.4151242901571093 1.8620912157930432 leaf_count=92 84 13 16 36 459 362 35 2528 23 569 18 20 71 84 6 59 29 499 52 29 275 27 64 78 62 43 24 14778 39 73 internal_value=-0.00153636 0.0183577 -0.0390304 -0.016937 0.0281027 0.0191662 0.02662 -0.0309477 -0.0148545 -0.0429594 0.0373253 0.0450461 -0.00431034 0.00320821 0.0450234 0.0275783 -0.0133809 0.0416929 -0.00846113 -0.00237139 -0.0278909 -0.0469042 0.0315785 -0.0061602 0.0126808 -0.0193576 0.0301785 -0.0478544 0.090699 0.0234933 internal_weight=296.855 193.948 102.907 41.9636 151.984 99.5031 81.6204 31.9178 17.8827 97.4827 56.0095 52.481 9.02823 25.6109 3.28783 10.0458 4.17654 52.0642 20.0314 5.41705 15.2362 88.4545 5.42434 8.5789 6.36991 15.9893 2.86447 87.6902 2.10245 5.15966 internal_count=20547 4893 15654 2738 2155 1647 1117 2637 530 15506 552 508 685 565 116 101 42 517 481 49 507 14821 148 232 154 429 67 14794 45 109 is_linear=0 shrinkage=0.05 Tree=47 num_leaves=31 num_cat=0 split_feature=163 36 284 76 372 17 25 335 300 219 144 256 348 143 185 89 197 285 100 239 178 125 66 156 217 56 117 307 139 348 split_gain=83.5846 29.4694 11.18 8.56082 7.85082 10.0009 8.69303 8.13645 7.56829 6.72125 6.29685 5.56093 5.67854 4.50587 4.46153 4.33272 4.17257 7.70939 4.14649 3.7977 5.74083 4.85086 5.75425 3.61494 3.27061 3.16078 3.07207 2.94881 2.9287 2.80806 threshold=0.0089324312284588831 0.022793600335717205 0.0026535629294812684 -0.0095975617878139002 0.081364322453737273 0.023226793855428699 0.017329087480902675 0.024241358041763309 0.0040747274179011592 0.0063135628588497647 0.011406456120312216 0.025965658016502861 0.021861751563847068 0.027398020029067997 0.018962401896715168 0.010907955933362247 0.0063870516605675229 0.032486645504832275 0.003845195635221899 0.023349191993474964 0.003016996663063765 0.030193801037967209 -0.00018114417616743592 -0.0063867594581097356 -0.0065842045005410901 0.012576130218803884 0.0032327459193766121 0.0052273543551564225 0.036006879061460502 0.021050965413451198 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 16 4 5 7 10 14 13 27 11 12 15 -3 -2 -6 17 -1 -17 20 21 -8 -23 25 -16 -9 -11 -4 -5 -15 right_child=1 8 9 28 6 -7 19 23 -10 26 -12 -13 -14 29 24 18 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03147921841662462 0.046287359175473677 -0.039704276483151724 -0.051447398600360177 -0.050365270122023291 -0.048345075011655435 0.042669002468826989 0.058893812102387456 -0.033227363315712986 -0.048974781985304083 0.065730793967622173 0.059742115277206978 0.035104320741695193 -0.045629181292813382 -0.011326148931243857 0.055294384444076139 0.043342300254295085 -0.04879190932694092 0.11386863652966693 -0.030949771068931098 0.05204551349824367 0.052901040709650675 0.027738949441181011 -0.038303389140533689 -0.048940262511606346 -0.050380909366307819 0.045460720414138012 -0.047004924723521448 0.068107962741381131 0.065339139485663625 0.051309967091551646 leaf_weight=5.5128906616009763 7.3569772928021866 4.0036608474329132 0.58824159204959681 4.6799052739515892 2.5615208148956361 14.321008305530993 3.9498409586958649 2.8408647817559531 17.943204469978809 0.70881702844053496 6.188307784497737 9.8137418115511519 7.3925427398644379 2.99604387069121 1.0110700055956843 7.4353013476356846 78.980101493187249 1.0932248961180446 2.5129466019570827 49.568113863933831 14.644364811480044 6.8068652413785484 6.3987468183040574 10.567863111849872 2.6544997934252024 2.3170908838510513 4.0979397934861481 4.1858937405049801 0.6192810758948325 4.4427241287194192 leaf_count=652 85 266 46 360 21 129 42 115 2676 11 70 107 56 137 9 66 13784 36 25 488 165 86 76 332 44 23 500 67 4 69 internal_value=-0.00151597 0.0173912 -0.0398651 0.02567 0.0277621 0.00894868 0.0343507 -0.00910509 -0.0287115 0.0113556 0.0138574 0.00430205 -0.0108864 0.00306403 0.0238335 0.00964454 -0.045599 -0.00742607 0.024576 0.0433935 0.0299072 0.0102791 -0.0042617 -0.0321924 -0.0212326 0.00212142 -0.0303806 0.053377 -0.0368437 0.0260826 internal_weight=288.194 193.026 95.1671 163.641 158.342 41.0694 117.272 26.7484 29.3856 9.58089 35.9044 29.7161 19.9023 11.4424 11.0225 12.5098 85.5862 6.60612 9.94825 81.3679 31.7998 17.1555 13.2056 15.7258 3.66557 5.15796 4.80676 4.77414 5.29919 7.43877 internal_count=20547 5451 15096 2303 1939 737 1202 608 3148 624 345 275 168 472 138 112 14472 688 91 857 369 204 162 470 53 138 511 113 364 206 is_linear=0 shrinkage=0.05 Tree=48 num_leaves=31 num_cat=0 split_feature=163 36 284 247 300 82 6 296 18 219 3 178 284 186 287 306 80 179 316 87 263 337 336 304 70 114 265 225 140 18 split_gain=78.4948 27.3625 10.6726 8.34988 7.27924 6.87082 10.1727 6.46421 6.24586 6.16921 6.04577 5.63716 6.31293 5.29632 4.86726 4.83474 4.52274 4.39239 8.48692 4.38716 4.20162 3.98414 3.8556 3.37925 3.35636 3.03124 3.01182 3.03567 3.01155 3.75709 threshold=0.0089324312284588831 0.022793600335717205 0.0026535629294812684 0.070238847285509123 0.0040747274179011592 0.0072424947284162053 0.037123208865523345 0.013447351753711702 0.014813657850027086 0.0063135628588497647 0.021765160374343399 -0.0011961616110056637 0.00082142165047116588 0.011441903188824655 0.0064342885743826636 0.021399581804871563 0.016023739241063598 -0.0028187108691781755 0.015681155957281593 0.015190800186246635 0.015912761911749843 -0.027593169361352917 -0.040511166676878922 0.012487278319895269 0.022350165992975238 0.011728848330676557 -0.056942565366625779 0.0097622545436024683 0.017531015910208229 -0.0025567002594470973 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 17 5 20 8 14 10 28 -4 -5 15 13 -13 25 16 -8 -1 -19 -15 -3 -9 -22 -16 -23 -7 -10 -28 29 -2 right_child=1 4 9 7 -6 6 11 21 26 -11 -12 12 -14 19 23 -17 -18 18 -20 -21 22 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.049220590063871222 0.054017343577183186 -0.030504833464656489 0.051200724753542551 0.053603042469511419 -0.048828325515985746 -0.039029369585688201 0.035525414276458597 0.023912669898741579 0.045295252518697406 -0.029975465794224145 -0.021808401064440566 0.034213391364719688 0.045939644021809507 0.023776003340816702 -0.0081641868349784982 0.019971347986459817 -0.058658994446954486 0.074020753780300805 -0.041003496524589206 -0.058946878869826726 -0.037466659114271599 -0.04513682812471817 0.053876609091351016 0.052454505430051902 0.03534547024807945 0.042231854424394276 0.03224124520813354 -0.056571419242743726 0.056361292268092889 0.011291749999129698 leaf_weight=73.60043071070686 10.141464388929309 5.1154291522689181 4.728094775695352 7.786342419683935 17.118025383912027 2.9314374392852178 1.5138592058792699 3.7450345377437761 2.0769360484555364 4.6349052037112415 4.03509735269472 4.6795298713259417 10.056332520209251 2.313945893663913 2.5213469490408924 4.3137812823988488 8.0658479328267259 2.174143376760183 6.1115922117605805 5.2149623138830066 1.5442145047709344 10.477737663779406 4.5865224534645677 26.075605259742588 1.4781624693423498 1.8859083969146011 1.4237051657401014 2.9678593459539115 35.633719660807401 10.444437033962457 leaf_count=13736 102 312 113 76 2676 64 14 92 16 511 120 48 104 24 19 45 133 59 677 50 103 410 57 267 23 15 41 162 376 102 internal_value=-0.00149769 0.0169586 -0.0395529 0.0249924 -0.0282977 0.0302064 0.0193888 -6.39153e-05 0.0422121 0.0110166 0.0278623 0.00100933 0.0166046 -0.00755926 0.0392775 -0.0239826 -0.0437752 -0.0453351 -0.0108216 -0.0335227 0.00295251 -0.0210899 0.030869 0.0471099 -0.0351864 -0.00721699 -0.00431609 -0.0277792 0.0475655 0.0323401 internal_weight=279.396 188.147 91.2492 159.783 28.3642 132.261 69.5726 27.5224 62.6881 9.363 11.8214 36.1583 22.2648 12.2084 33.4143 13.8935 9.57971 81.8862 8.28574 7.52891 11.2462 15.7009 6.13074 28.597 11.9559 4.81735 6.4685 4.39156 56.2196 20.5859 internal_count=20547 5451 15096 2303 3148 1582 783 721 799 624 196 418 226 122 365 192 147 14472 736 74 472 525 160 286 433 79 219 203 580 204 is_linear=0 shrinkage=0.05 Tree=49 num_leaves=31 num_cat=0 split_feature=33 303 200 57 178 346 247 92 197 64 331 279 258 160 279 97 51 10 134 248 83 162 285 283 326 90 179 176 111 205 split_gain=74.0094 22.5523 10.0307 10.0172 8.29107 8.9679 6.92822 6.6338 6.17145 5.98858 5.66714 5.47511 5.30639 4.94014 6.05371 4.73993 4.59129 4.5521 5.41123 4.46024 5.39707 3.93917 3.81582 3.80829 3.6654 4.06285 3.66256 3.62074 3.59572 4.67023 threshold=0.023653071373701099 0.013992056716233494 0.029415491968393329 0.09255163744091989 0.003234340227209032 0.018111559562385086 0.070631522685289397 0.0086497464217245596 0.0047534529585391292 0.009690162260085346 0.024579336866736416 0.012172878719866278 0.015441998839378359 0.018984935246407989 0.015893484465777877 -0.040772251784801476 0.0042387626599520454 0.037376809865236289 -0.0015897476696409283 0.011736535001546146 -0.0036211432889103885 0.0051876308862119922 0.028826300986111168 -0.0051768042612820855 0.011987581849098207 0.019872736185789112 0.0069038495421409616 0.0041231480427086362 0.01645561866462231 0.011991633567959072 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 5 24 19 9 12 -7 16 21 -2 -6 -15 -16 -11 18 -4 -3 -21 -9 -20 -13 25 -1 -8 -18 29 -25 right_child=2 6 17 -5 13 7 26 11 -10 10 -12 23 -14 14 15 -17 27 -19 22 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.054896490489662456 0.07379110471323698 0.043482384553638918 0.22716676349713635 -0.04212522796465451 0.053036228687004264 0.039295195733754305 -0.051546114619343122 -0.0099390628064770017 -0.046486298418860927 0.039478355619285616 0.025689569221789405 0.055107500963773842 -0.041536801113666179 0.044834156340267002 -0.049935166622175176 0.026925189790824641 0.045495463727007718 -0.050737980580291067 -0.039713560487611092 0.034000048647468417 -0.04155446640716165 0.069068905635886121 0.0506950752683097 -0.043344761823130462 0.044310047010205689 0.029313391226440361 0.045012531954513484 -0.052558846836234012 -0.028035586559721323 0.074744651537577422 leaf_weight=2.0680912323296061 2.0341331474483009 4.5873885555192855 0.35075510852038849 5.3371193679049602 37.528629902750254 4.4754407801665392 14.668645869474856 1.9956421656534091 78.899421194102615 1.7443700833246172 4.4970759637653819 2.8809346794150761 1.9569670669734476 11.927680419757964 3.994165891315788 4.0295539433136565 1.0075896298512805 1.9820739617571232 1.6344922711141388 3.5984041816554955 6.8880364233627907 7.5315817524679005 4.0814163526520133 1.3109984695911392 29.619479328859597 4.6593333585187793 1.0525380428880442 14.345850416924803 7.9195956597104669 2.3169342991895974 leaf_count=29 31 74 16 334 414 48 2053 63 14822 15 38 38 260 121 45 48 12 254 153 81 222 79 118 76 331 59 13 384 290 26 internal_value=-0.00147852 0.0170973 -0.0382433 0.0251384 0.0276339 0.0178416 -0.0218589 0.00410872 -0.0434178 -0.0133448 -0.0242543 0.023103 0.0172421 0.0423485 0.0222448 -0.0113355 -0.0373905 0.015047 0.03654 0.0023609 -0.0156281 0.0525193 0.0248423 0.00367913 0.0367429 0.00342626 -0.0450815 -0.0461239 -0.00915148 0.0320716 internal_weight=270.924 179.985 90.9393 149.19 143.853 86.3729 30.795 50.026 82.8905 26.0703 21.5949 23.9557 3.9911 57.48 19.9514 8.02372 17.0978 8.04874 6.06666 15.0738 10.4864 9.52722 5.71591 14.4285 36.3469 6.72742 15.7212 15.3534 11.5475 3.62793 internal_count=20547 4893 15654 2450 2116 1488 2443 1069 15113 497 449 572 291 628 214 93 411 541 287 377 303 142 271 430 419 88 2066 396 392 102 is_linear=0 shrinkage=0.05 Tree=50 num_leaves=31 num_cat=0 split_feature=163 36 284 41 213 300 222 18 163 140 19 40 25 259 179 316 59 272 143 12 57 130 181 62 82 284 133 52 159 17 split_gain=69.5824 24.08 10.1144 8.00084 6.81294 6.76774 6.0356 5.78684 5.66221 5.40747 4.49936 4.60256 4.26662 4.90649 4.24224 7.34266 4.11426 4.11095 3.88654 3.8109 3.48233 3.47973 2.92898 2.87245 2.65805 4.71696 5.54974 3.67271 2.59537 3.10079 threshold=0.0089324312284588831 0.022793600335717205 0.0026535629294812684 0.013514872640371324 0.0066153060179203757 0.0040747274179011592 0.018385703675448898 -0.0038637827383354302 0.0024708876153454189 0.012605338823050262 0.0066065783612430104 0.0070008002221584329 0.013040951918810608 -0.01838708575814962 -0.0028187108691781755 0.015681155957281593 0.011810397263616325 0.010583624243736269 0.027398020029067997 0.0170408058911562 0.065302509814500823 0.010326695628464224 0.032733360305428512 0.01674744859337807 0.0072424947284162053 0.0018694325699470939 0.019848458468914035 0.0044776550494134435 0.0054587938357144603 0.022171861492097381 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 14 4 9 18 7 -6 -4 16 -9 17 23 -14 -1 -16 -2 -12 -3 24 -19 -15 -10 -8 -5 26 -26 -28 -13 -30 right_child=1 5 8 19 6 -7 12 10 22 -11 11 28 13 21 15 -17 -18 20 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.049086918876941665 0.047860886598945357 -0.038795856237741844 -0.032828355666009924 0.051480681320744751 0.037085018084226651 -0.048643519623112919 -0.05818532396050187 -0.04487054960296602 -0.018411202423460445 0.049486529495825937 0.02664437637168723 0.047668616553560389 -0.018220553914764261 -0.010139823748592828 0.067757096067449965 -0.040093134724697208 -0.043862480967282014 0.057733647787637225 0.024355465023700014 -0.032777354504003216 -0.046032251412040391 0.050999178509213407 0.069287108830746777 0.012888622844250198 0.03949005447628396 0.049780354531602782 0.036478070223791924 -0.042863484491767967 -0.036383851207250448 0.065209870582945917 leaf_weight=67.100770052988082 1.9993315208703304 3.7063834480941313 4.0637563378550094 27.766622183378786 6.2810596264898768 15.760071167256681 2.3082625423558083 9.2162016900256294 1.2822229545563457 19.206641183234751 3.3418532847426858 5.1487787906080467 3.9485163381323245 2.6890804423019317 2.1789617962203911 5.7236158214509487 3.1467803614214063 0.8842040216550221 7.1100358199328184 1.840533407870679 9.4481846094131452 17.297654412686825 3.6977404491044581 3.700740416534245 7.8753687068820017 15.186112054158 2.0130461421795189 5.2953005083836615 2.6258981660939757 1.0519489794969556 leaf_count=13736 25 266 473 309 74 2676 30 292 102 209 51 60 75 35 59 677 52 8 206 16 435 186 49 30 72 166 26 53 91 8 internal_value=-0.00145907 0.0161747 -0.0389831 0.0238394 0.0146003 -0.0277407 0.0064673 -0.00676196 0.0109681 0.0372908 -0.0154452 -0.00339271 0.0232547 0.0327114 -0.0450061 -0.0103558 -0.00822676 -0.0215611 0.00271586 0.038057 -0.0371524 0.0427733 0.0467069 -0.0144133 0.0402995 0.0300768 0.01037 -0.0210093 0.0247538 -0.00732571 internal_weight=262.896 178.849 84.0471 152.272 92.2951 26.5765 67.9424 37.9981 9.04372 24.3528 31.7171 22.5009 29.9443 23.9353 75.0033 7.90258 5.14611 13.6742 10.8164 59.977 10.3324 19.9867 4.97996 6.009 58.1364 30.3698 15.1837 7.30835 8.82663 3.67785 internal_count=20547 5451 15096 2303 1661 3148 1375 1019 624 286 945 653 356 296 14472 736 77 494 472 642 443 221 151 60 626 317 151 79 159 99 is_linear=0 shrinkage=0.05 Tree=51 num_leaves=31 num_cat=0 split_feature=33 303 200 378 17 336 192 56 197 21 49 337 258 137 322 10 376 134 369 249 23 345 287 285 283 14 92 368 99 315 split_gain=65.4973 19.9241 9.37962 8.14608 7.63236 8.00914 7.94341 7.05047 5.76512 5.655 5.59088 4.88033 4.66082 4.29522 4.65857 4.08947 4.08925 3.74893 3.7097 3.41951 3.41841 3.36177 4.51138 3.35391 3.3337 3.24549 3.18607 3.05801 3.37276 2.96726 threshold=0.023653071373701099 0.012709650676697494 0.029415491968393329 0.020306228660047058 0.022634113207459453 -0.034184390679001801 0.010122168809175493 0.012576130218803884 0.0047534529585391292 0.010134581942111255 0.0055802166461944589 -0.011425693985074757 0.015441998839378359 0.027884062379598621 0.01821793615818024 0.037376809865236289 0.0078941104002296942 -0.0015897476696409283 0.016471142880618576 0.020546768791973594 0.0013143050018697979 0.0022094764281064276 0.013111177366226913 0.028826300986111168 -0.0007491431024391203 -0.0062843032646924249 0.020586878061294559 0.024441814050078395 0.056888639926910407 0.0038496536435559396 decision_type=2 2 2 2 2 2 2 2 2 2 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 16 5 6 10 -8 12 -5 13 -6 -2 18 -15 17 20 -4 27 -9 -3 22 -10 -19 -13 -12 -7 -1 -29 -24 right_child=2 3 15 9 11 26 7 19 21 -11 25 24 -14 14 -16 -17 -18 23 -20 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31 leaf_value=0.057850858283741119 0.070915928559632815 0.044421982133290079 0.17938307807743212 0.016900355563618224 0.047511325842473924 0.042743374979184505 -0.04318548933937906 0.03726842575349034 -0.043541121306405549 -0.041222513964578204 0.062275021281708802 0.034820206546326712 -0.040204012782456104 -0.033559851964444977 0.047969758020072834 -0.050693713639657439 0.051980127132470071 -0.038974330596416792 -0.016497723487054958 -0.030305454273033296 -0.052013956088827508 -0.049464369785919393 0.087107460072520515 0.04805449196159424 -0.047526658168071577 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-0.00538099 0.0147166 0.0239366 0.0348358 0.0370698 0.0158484 -0.0151735 -0.0461008 -0.0115778 0.0239225 -0.00520951 -0.0265036 0.0383326 0.0437764 0.0201005 0.0433362 internal_weight=255.007 171.082 83.9253 36.5755 134.506 88.8707 60.0402 20.8315 76.1565 27.2545 39.2086 45.6357 3.77904 33.5619 7.74692 7.76874 9.321 5.94129 25.815 8.6472 3.89247 72.3775 6.4256 5.52421 4.92004 5.64677 28.8305 22.9425 8.55365 2.36406 internal_count=20547 4893 15654 2738 2155 1647 1297 587 15113 2637 710 508 291 503 76 541 101 287 427 95 42 14822 567 271 49 207 350 343 194 74 is_linear=0 shrinkage=0.05 Tree=52 num_leaves=31 num_cat=0 split_feature=36 18 163 247 303 178 283 92 66 310 293 179 144 259 180 207 333 186 103 260 296 82 283 40 96 273 270 276 260 133 split_gain=61.8585 18.7266 16.1919 8.43529 8.2499 6.95916 6.88874 7.47039 6.5167 6.32415 5.96039 5.62541 5.14247 5.129 4.4698 4.07609 3.75348 3.64501 3.60605 3.54079 5.1637 3.38651 3.31758 5.25108 3.05251 2.98113 2.96089 2.94843 2.61759 4.31002 threshold=0.016760831698775295 0.019498827867209915 0.018516727723181251 0.075025781989097609 0.012111008632928135 0.003296288195997477 -0.0007491431024391203 0.0036352516617625956 -0.00018114417616743592 0.027820056304335598 0.017315991222858432 0.0014306817320175471 0.017468999139964584 0.00010057728286483326 0.079513192176818862 0.0092253442853689211 -0.00071332353400066484 0.022513072006404403 0.023417560383677486 0.0095746144652366656 0.013506740331649782 0.010322300251573326 -0.0094385049305856211 0.0031630266457796101 0.010560378897935154 -0.0058715832419693461 0.0045900500845164069 -0.00029579554393421853 0.0038011283613741402 0.019634317606687549 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 22 5 13 6 7 9 26 -1 21 -5 -12 15 -3 27 -15 -9 -6 -7 -21 -10 23 -2 -22 -17 -8 -4 29 -24 right_child=2 14 4 11 18 19 8 17 10 -11 12 -13 -14 16 -16 25 -18 -19 -20 20 24 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033086546114184726 -0.050514628989966559 -0.048325788710017248 0.052661201280781583 -0.04772721003763964 -0.051263711791700889 0.050046106094337441 -0.01276868896579746 0.051416830893676727 0.044613633777313401 0.042513572848442052 -0.049025747360929517 0.032741319824611918 0.046043037902291382 0.044697976769409592 0.023974414664177639 -0.019612571453393794 -0.051382636731534731 -0.0044336485473405705 0.029361514180878651 0.050387550662674856 -0.058347321955483922 -0.026048834713497157 0.037398599279944482 0.071908954137068035 0.031035940546096232 0.057286350022109161 0.044998125426656592 -0.044055191132377582 -0.050147081230868799 -0.045701407221870605 leaf_weight=6.7204845254309458 2.0163615331985052 11.632880167104302 1.1540722385980191 6.2705343957059068 8.3020451613701862 39.365907733794302 2.9365929737687066 27.261338890995834 4.8223218442872229 4.7015366889536381 10.957451805472372 3.322831129655242 1.6346483570523549 1.3959820629097528 2.618990126065909 1.4448864092119027 3.7391889714635891 3.271988306194543 1.6649843412451435 4.8108869846910221 2.6265253773890436 2.6150262337177992 2.3459209012798956 1.5486380187794564 1.501064558047801 9.8665273995138687 9.0677336361259204 2.4843237129971447 60.897033040877432 4.659450872335583 leaf_count=60 343 1675 16 567 1154 470 30 339 61 50 321 46 30 39 25 52 407 27 35 77 38 42 151 28 17 175 94 61 13339 778 internal_value=-0.00141897 0.0194084 -0.0314003 0.0252922 -0.000606686 0.0288338 0.0191965 0.0325276 0.00173643 -0.001968 -0.0157224 -0.0198555 -0.0366844 0.0178479 -0.0350396 0.0326564 -0.0252634 0.0454318 -0.0377953 0.0435955 0.0151866 0.0197682 -0.0443491 0.00266625 -0.0258417 0.0474635 0.0308668 -0.0133775 -0.0468175 -0.0178733 internal_weight=247.658 146.139 101.519 131.887 30.052 122.294 73.9891 41.9553 32.0338 11.422 20.0294 9.59337 12.5921 20.085 14.2519 14.9498 5.13517 30.5333 9.96703 48.3044 8.93848 7.43735 71.4674 3.565 4.12759 11.3114 12.0043 3.6384 67.9024 7.00537 internal_count=20547 3969 16578 2269 1939 1656 1054 476 578 110 454 613 351 750 1700 304 446 366 1189 602 132 103 14639 371 55 227 124 77 14268 929 is_linear=0 shrinkage=0.05 Tree=53 num_leaves=31 num_cat=0 split_feature=163 36 345 147 283 9 97 33 156 201 204 92 300 6 378 272 177 143 240 344 60 195 371 334 338 197 383 41 222 288 split_gain=58.2726 27.3398 9.38097 7.4151 8.06122 8.80097 6.06243 5.38597 5.0542 4.13821 4.08346 4.34143 3.88894 3.74197 3.68061 4.3707 3.6123 3.54254 3.73374 3.36628 3.12699 3.39028 2.95455 3.99387 2.94276 2.93862 2.61112 2.51273 2.4431 2.37903 threshold=0.0029262742027640347 0.0192545410245657 0.0019801778253167872 0.0073611163534224042 -0.0023809850681573148 0.024876465089619163 -0.043400486931204789 0.014901677146553995 0.0074948857072740802 0.020998454652726654 0.0109520903788507 0.0051486049778759488 0.0055082046892493972 0.034085134044289596 0.019940244033932689 0.01221287250518799 0.013506588991731407 0.042648443952202804 0.02079088240861893 0.0080900383181870001 0.014496967662125828 0.0083767599426209944 0.027038483880460266 0.03256483934819699 0.018933310173451904 0.013600883074104788 -0.029938896186649796 0.0017660806188359859 0.021321482025086883 0.0097421654500067251 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 3 9 -2 8 14 17 25 10 13 11 -5 16 -3 27 -16 28 18 -7 -17 21 -14 -1 -24 -12 -4 -15 -6 -8 -21 right_child=1 2 7 4 5 6 12 -9 -10 -11 24 -13 20 26 15 19 -18 -19 -20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.048702277949400442 -0.040968923580836335 -0.033551091180407715 0.032639156187581668 -0.024654780105537958 -0.011596712390610388 -0.052377306522481418 -0.046849455182696953 -0.049014296253916061 -0.028855558991609295 -0.046669284484264141 0.049548900630092603 0.045077585855034928 0.037133684567986693 -0.052176917491104119 0.03966249396975572 0.063219627637145601 0.038063847341958085 0.026557728541782667 0.016753778958154605 -0.053876967087330578 0.051067717049220265 -0.040806833816781435 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0.0383579 0.013333 0.0414369 0.0103155 0.0127763 0.0276078 0.031482 0.0124524 -0.00927577 -0.0277174 -0.0387252 -0.0141897 0.0307334 0.00232404 -0.0454262 -0.00603788 0.0470556 0.00833394 0.0432845 0.0445326 -0.0265873 -0.0284647 internal_weight=240.013 182.771 40.8665 141.905 137.483 76.4267 39.3755 28.7879 61.0561 12.0785 58.3817 8.92829 24.5519 9.75722 37.0511 15.0728 11.0195 14.8236 12.3241 7.61587 13.5324 5.6453 57.2416 4.3954 49.4534 4.94282 7.76646 21.9784 8.06885 6.4301 internal_count=20547 7881 5336 2545 2108 1351 808 4781 757 555 732 86 287 396 543 289 126 521 482 202 161 62 12666 506 646 137 240 254 99 190 is_linear=0 shrinkage=0.05 Tree=54 num_leaves=31 num_cat=0 split_feature=163 36 345 17 287 108 176 33 14 337 247 259 213 378 273 25 241 336 285 253 106 371 334 333 181 284 25 10 185 303 split_gain=54.9467 25.3898 8.87908 6.99356 8.35839 6.1083 5.82205 5.20017 5.00985 4.11277 4.00098 4.19629 3.79926 3.75014 3.69712 3.54247 5.92404 3.45052 3.43613 4.13739 2.90427 2.88935 3.70129 2.85185 2.74592 2.55718 2.44752 2.43468 2.36218 2.24516 threshold=0.0029262742027640347 0.0192545410245657 0.0019801778253167872 0.02118759881705046 0.015151486266404392 0.0085256556048989313 0.005416286177933217 0.014901677146553995 0.0010847747325897219 -0.0061642588116228572 0.069595608860254302 0.00046193238813430076 0.0078555792570114153 0.020306228660047058 -0.010941851418465374 0.013564573135226967 0.016697658225893978 -0.038962179794907563 0.026183343492448333 0.019584376364946369 0.0043362930882722148 0.027038483880460266 0.03256483934819699 -0.0030520571162924166 0.032733360305428512 0.0062026553787291059 0.019307748414576057 0.031738873571157462 0.02146526146680117 0.014247658662497999 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 3 10 4 5 8 20 23 -2 15 11 26 17 27 -6 16 -5 -8 19 -17 -7 -1 -23 -4 -15 -14 -3 -10 -19 -20 right_child=1 2 7 9 14 6 12 -9 13 -11 -12 -13 25 24 -16 18 -18 28 29 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 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3.1079952351283273 3.7900784302037209 2.6568466341123012 39.080888316500932 3.0970936354715377 1.8174169391859321 2.2302718271967015 2.0744539159350097 3.2477497770451036 1.3990183765999971 2.0786977508105329 5.9625256285071373 3.4985680249519646 1.9430461053270844 3.5594527167268089 leaf_count=12160 169 110 34 35 30 36 52 4644 17 33 202 141 677 370 256 40 39 26 480 29 65 432 74 103 40 23 102 55 19 54 internal_value=-0.00138524 0.0120774 -0.0232941 0.0221534 0.012383 0.00116514 -0.0124209 -0.0388331 0.0221802 0.0350634 0.0128843 0.0260164 -0.0225878 -0.00100602 0.0359922 0.0382476 0.0063642 0.00798666 0.0431733 0.00840934 0.0316499 -0.0452149 -0.00589612 0.00800119 -0.0255743 -0.0343571 0.0397166 0.0335444 0.0344352 0.0482322 internal_weight=232.801 178.097 39.4854 138.611 78.8992 53.4857 32.4846 27.6216 21.0011 59.7122 11.8637 9.84918 26.3954 11.0448 25.4135 56.3916 7.54614 7.33652 48.8454 6.20509 6.08925 54.7039 4.30473 4.87984 6.45488 19.0588 8.37361 4.58996 4.59989 42.6403 internal_count=20547 7881 5336 2545 1835 1549 898 4781 651 710 555 353 797 482 286 677 74 97 603 69 101 12666 506 137 410 700 212 72 45 534 is_linear=0 shrinkage=0.05 Tree=55 num_leaves=31 num_cat=0 split_feature=163 36 345 283 57 14 89 33 237 33 217 156 336 302 247 259 128 275 70 49 166 195 326 371 334 333 135 290 260 180 split_gain=51.8026 23.5637 8.38787 6.71052 7.51035 6.04842 5.5878 5.64153 5.49667 5.04146 5.02696 4.51182 4.32165 4.09914 3.73048 3.86537 3.63683 3.43424 3.70908 3.37913 3.2923 2.89566 2.87986 2.82614 3.43447 2.78253 3.78795 4.39089 2.76487 2.94534 threshold=0.0029262742027640347 0.0192545410245657 0.0019801778253167872 -0.002179451053962111 0.078950040042400374 0.0036529431818053131 0.020047769881784919 0.0096324477344751375 -0.0063379905186593524 0.014901677146553995 0.007873045280575754 0.006258151726797224 -0.034425662830471986 0.014970739837735893 0.069595608860254302 0.00046193238813430076 0.0059516732580959806 0.01228912500664592 0.014507830142974855 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3.31611 3.25388 2.84193 2.75609 2.74365 2.54333 2.50324 2.48559 2.46715 2.41662 2.37779 threshold=0.0029262742027640347 0.022793600335717205 -0.0095975617878139002 0.02831605821847916 0.017853194847702984 0.0040747274179011592 0.0033831103937700395 0.0073704675305634746 0.0017486491706222298 0.0057752607390284547 0.032887801527976997 -0.0010430400143377481 0.00069236176204867672 0.0026088317390531306 0.014296881388872864 0.016797111369669441 0.027757276780903343 0.051191082224249847 0.013412218540906908 0.028973047621548179 0.009003645274788143 0.022659332491457466 -0.0037382692098617549 0.015554184559732677 0.016210556030273441 0.021764625795185569 0.0050881523638963708 -0.012368575204163788 0.018173238262534145 0.0087700388394296187 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 6 19 15 14 8 11 10 22 -8 25 -14 20 -3 17 -11 -19 -5 -2 -1 -9 26 -17 -6 -13 -22 -16 -21 right_child=1 5 -4 4 12 -7 7 9 -10 16 -12 23 13 -15 28 24 -18 18 -20 29 27 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4.2210932774469256 31.470359127502888 4.2840132561977953 7.6170631162822238 5.0217580045573413 1.7491629095748065 1.0080642518587404 8.2534952757414413 1.4019778233487148 8.6054150261916238 1.5017024851404119 1.1870041117072103 1.4769373317249108 7.0975240021944046 1.082141218241303 2.9563907498959443 2.2520570231135935 leaf_count=12599 81 394 823 157 601 3902 45 28 210 21 26 31 143 45 427 96 85 64 20 12 164 67 85 25 92 33 110 11 42 108 internal_value=-0.0013456 0.0114869 0.0193574 0.0221144 0.000552594 -0.0297349 0.0282349 0.0186102 0.0366467 0.000836796 -0.0208967 0.0121549 -0.0217039 0.00560856 0.0408047 0.000943381 0.0190473 -0.00250487 -0.0203532 0.0292542 0.0164841 -0.0447633 -0.033812 0.0238981 0.0286519 -0.0416608 0.0336036 0.0291868 0.0488987 -0.0144603 internal_weight=219.152 169.156 142.037 135.842 30.0346 27.1192 105.808 59.9236 29.7416 30.182 13.76 13.4655 16.9167 7.14215 45.8841 10.3939 16.422 8.80494 6.77092 13.1179 11.4573 49.9957 11.5428 11.2347 5.47102 9.77454 9.733 9.33564 34.4267 3.26012 internal_count=20547 7881 3397 2574 1099 4484 1475 750 421 329 139 211 822 188 725 582 190 105 84 277 256 12666 113 166 188 634 141 175 469 120 is_linear=0 shrinkage=0.05 Tree=57 num_leaves=31 num_cat=0 split_feature=163 36 345 17 287 108 176 33 14 25 42 285 240 201 55 273 191 6 371 334 144 213 368 308 260 180 106 106 79 48 split_gain=45.9835 20.4995 7.71128 6.27886 7.2997 5.36685 5.08344 4.72592 4.38726 3.77629 5.3673 4.35696 3.56532 3.44372 3.35502 3.34194 3.3339 3.17939 2.88103 3.24298 2.81635 3.24016 2.79112 4.06052 2.54438 2.6497 2.51932 2.50027 2.38759 2.2471 threshold=0.0029262742027640347 0.0192545410245657 0.0019801778253167872 0.02118759881705046 0.015151486266404392 0.0085256556048989313 0.005416286177933217 0.014901677146553995 0.0010847747325897219 0.013904732652008535 0.013843837659806015 0.026183343492448333 0.017302799969911579 0.020998454652726654 0.026006200350821022 -0.010941851418465374 0.013611266855150463 0.034085134044289596 0.027038483880460266 0.03256483934819699 0.011523996945470573 0.014561428688466551 0.028821989893913273 0.026955245994031433 0.0084666446782648581 0.074073899537324919 0.0043362930882722148 0.011168852448463442 0.012636730447411539 0.011429773177951576 decision_type=2 2 2 2 2 2 2 2 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 3 13 4 5 8 26 24 -2 10 -5 12 28 17 20 -6 -10 -3 -1 -20 -8 -22 -13 -24 25 -4 -7 -21 -11 -18 right_child=1 2 7 9 15 6 14 -9 16 11 -12 22 -14 -15 -16 -17 29 -19 19 27 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.048168649479276765 0.045500664591945059 -0.0331903286556917 0.077747503199175783 0.04287973567231463 -0.018125423454095436 0.052047229515841079 -0.038145030873760713 -0.048558323966460419 -0.033374484438602518 0.014877467040034604 -0.038549185061302664 0.051066766774533569 0.046402934247953553 -0.046294039723852383 0.029906322763961376 0.040776720451328338 0.03770376719426427 0.039916474638330021 -0.050541778258607999 -0.051194143442598108 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0.0109826 0.000227724 -0.0128869 -0.0379717 0.0205676 0.0332918 0.00175303 0.0387288 0.00196031 0.0119883 -0.0225934 0.0339629 -0.00174242 0.0250951 -0.0444522 -0.00397951 -0.0290022 0.00566021 0.0450372 0.0161654 0.00749805 0.0308035 0.0299266 0.039256 -0.0272029 0.0235779 internal_weight=212.594 164.709 35.8142 128.894 73.8388 50.2988 30.581 24.544 19.7178 55.0555 8.09548 46.9601 6.87707 11.2702 24.9291 23.54 10.4063 9.20104 47.885 4.02726 22.217 4.63706 40.083 6.92475 4.63531 3.32091 5.65188 2.08823 4.15232 5.77979 internal_count=20547 7881 5336 2545 1835 1549 898 4781 651 710 85 625 82 555 797 286 482 396 12666 506 738 236 543 101 137 51 101 74 47 187 is_linear=0 shrinkage=0.05 Tree=58 num_leaves=31 num_cat=0 split_feature=163 36 76 368 3 300 276 82 146 178 26 93 52 288 237 291 326 194 263 269 356 235 90 371 334 114 278 374 293 70 split_gain=43.3684 19.1518 8.50515 6.41675 6.88014 5.94634 4.63088 7.0444 5.6031 4.28275 3.55078 4.803 3.55728 3.54901 3.43699 4.95842 3.41901 3.35655 3.17184 3.0542 3.0458 2.94975 2.90296 2.77379 3.03756 2.51983 2.43139 2.60935 2.41188 2.3698 threshold=0.0029262742027640347 0.022793600335717205 -0.0095975617878139002 0.02831605821847916 0.017853194847702984 0.0040747274179011592 0.0033831103937700395 0.0073704675305634746 0.0017486491706222298 -0.0011961616110056637 0.010917785111814739 0.0095146908424794691 0.004231485305354 0.012940837536007168 0.00069236176204867672 0.0026088317390531306 0.014296881388872864 0.049212254583835609 0.015912761911749843 0.014195436611771585 0.015760771930217746 0.00095445816987194132 0.022752338089048866 0.027038483880460266 0.03256483934819699 -0.0019516142201609907 0.025908245705068115 -0.0029532660264521833 0.016210556030273441 0.021764625795185569 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 3 6 19 18 16 8 13 17 -11 12 -12 22 29 -16 20 -9 -3 -5 26 -21 25 -1 -25 -8 27 -2 -20 -6 right_child=1 5 -4 4 14 -7 7 9 -10 10 11 -13 -14 -15 15 -17 -18 -19 28 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.048010739916154892 0.039501759098491476 -0.031030601791853758 -0.040475190748463702 0.04725090439463199 -0.051982931546626338 -0.04861385171350785 0.042782420529209858 0.032910260109838912 0.056019638245393036 0.052694788534849379 0.019275683624812877 0.042387749528346397 -0.043223341202218726 0.045545261098634014 -0.046100926325185657 0.040252539635849231 0.047423766202909508 -0.040291505298553208 0.042931148420149778 0.049909410513319132 -0.025711889403283707 -0.032749489028040368 0.036519784341613015 -0.050516227191942945 0.037832937839196258 -0.043957434094880413 0.054393630971709676 -0.052388679888476036 -0.036706868707326257 0.017741769938858919 leaf_weight=41.852546483045444 1.6953731854446235 4.3588426779024321 5.871892917668446 7.7998588916379976 7.8529381209518778 15.298058627638964 1.0201041495893131 1.9424300938844705 15.209294305182992 4.5707178637385395 3.7614069753326458 4.8932767855003467 5.7680656816810369 4.7613262338563791 2.7870886041782788 4.1193121788091958 32.554035714128986 8.0805814277846348 4.4162419016938657 1.6652813320979474 3.2162737739272416 3.0673091469798237 2.4675201328936964 1.8453728689346456 2.0576996235176921 4.6719399287831074 4.7834656457416713 1.4193251254037003 1.2115456718020139 1.4425041680224238 leaf_count=12160 31 372 823 111 601 3902 16 19 210 59 38 59 49 84 143 45 469 105 105 15 76 151 36 432 74 75 65 84 105 33 internal_value=-0.00130447 0.0109232 0.0183816 0.0210493 0.000205679 -0.0290228 0.0269901 0.0176225 0.0354518 0.000337867 0.0142921 0.0021219 -0.0185542 0.0112411 -0.0213124 0.00540447 0.039249 -0.0261052 0.000987798 0.0280241 0.0153051 -0.00366387 -0.00877629 -0.0442513 -0.00393855 -0.0284123 0.0320079 -0.00237145 0.0257867 -0.0411628 internal_weight=206.462 160.706 135.421 129.549 28.7343 25.2847 100.815 57.1467 28.1302 29.0165 18.9935 14.4227 9.52947 12.9209 16.2018 6.9064 43.6685 10.023 9.98663 12.5324 11.1144 4.73259 8.15956 45.7556 3.90307 5.69204 7.89816 3.1147 5.62779 9.29544 internal_count=20547 7881 3397 2574 1099 4484 1475 750 421 329 205 146 87 211 822 188 725 124 582 277 256 166 127 12666 506 91 180 115 210 634 is_linear=0 shrinkage=0.05 Tree=59 num_leaves=31 num_cat=0 split_feature=163 36 76 160 305 337 300 253 18 92 331 296 334 178 176 180 128 252 263 138 380 2 166 136 70 72 362 290 338 179 split_gain=40.8738 17.8201 7.89929 6.15316 9.31177 5.87793 5.74244 5.37928 4.74168 4.82353 4.67361 3.80278 3.68444 3.67487 4.12865 3.40936 3.3026 3.1183 2.91279 2.76768 2.74724 2.60963 2.43049 2.42734 2.42247 2.40967 2.31283 2.27785 2.26648 2.27998 threshold=0.0029262742027640347 0.022793600335717205 -0.0095975617878139002 0.016623957082629207 0.015237495768815281 -0.027593169361352917 0.0040747274179011592 0.0097066028974950331 0.019498827867209915 0.0048422869294881829 0.025568502023816112 0.013506740331649782 0.027235474437475208 0.0040465849451720723 0.0084112114273011702 0.074073899537324919 0.015492692589759828 0.0068195562344044456 0.016797111369669441 0.026492963545024398 0.022659332491457466 0.019106741994619373 0.015486276242882015 0.0065800652373582133 0.016453227028250698 0.00093445723177865158 0.0081956353969872015 0.02987342327833176 1.0000000180025095e-35 0.0030129003571346407 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 2 3 8 5 24 18 -7 9 10 13 15 -6 14 -2 22 23 -14 27 -10 28 -17 -9 -13 -5 -19 -11 -3 -1 -30 right_child=1 6 -4 4 12 7 -8 11 19 26 -12 16 17 -15 -16 21 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.032057355757878228 0.035898261723625514 -0.043356299719700592 -0.039715775684595576 0.013497045108594256 0.046375408878909716 0.045252321623629202 -0.048463165552843572 0.053566063059373885 0.070299095794733507 0.016108734302132201 0.046192486453746254 0.02180592256137617 0.037792966713776549 0.055091188790439075 -0.049985446467752992 0.021284557752054113 0.032501965082150162 0.020268805055234835 0.026326194226976796 -0.054073441141474325 0.026419069583291311 -0.040097879632558592 -0.021367167796205368 -0.042164905933546666 0.065627799257303429 -0.053561274268219709 0.053921779736839662 0.053614908020173817 -0.049940024136466116 0.02029010370864634 leaf_weight=0.90496488846838374 1.9432185059413294 3.8695155857130903 5.6896372730843714 5.9392521970439685 19.400658067548651 3.8302115914411834 14.596086005447431 4.0727110737934691 0.55872766673564855 4.7256054612807921 6.5963872727006665 1.6208214180078417 4.3106925878673774 1.7518810350447891 4.9998108176514506 2.7041468482930213 1.8944551560562093 1.9443723636213688 5.2632081713527441 2.2430819468572736 1.3427585207391519 4.8141743685118854 1.4737166517879812 17.424072336871177 3.5668076854199171 2.5606294523458928 28.032817275263369 0.71795131568796922 40.339738799724728 1.1897275170776982 leaf_count=48 30 381 823 204 273 58 3902 49 3 138 87 42 69 22 68 27 32 19 188 124 67 55 36 722 51 46 419 13 12487 64 internal_value=-0.0012848 0.0106587 0.0179159 0.0205099 0.01146 -0.00209143 -0.0285554 -0.0109227 0.0339566 0.0376435 0.0144564 -0.0172502 0.034196 -0.00962016 -0.0259483 0.00391805 -0.0304578 0.00739288 0.000942601 -0.0292715 -0.0439942 -0.0180202 0.0336559 -0.0367206 0.0330572 -0.021696 0.048467 -0.02818 -0.0462223 -0.0479281 internal_weight=200.322 156.545 132.098 126.408 75.5567 47.3404 24.4468 37.8343 50.8515 48.0497 15.2913 34.0041 28.2164 8.69491 6.94303 13.0647 20.9393 8.81569 9.85068 2.80181 43.7772 7.51832 5.54643 19.0449 9.50606 4.505 32.7584 4.58747 42.4344 41.5295 internal_count=20547 7881 3397 2574 1683 1276 4484 1021 891 764 207 963 407 120 98 167 796 134 582 127 12666 82 85 764 255 65 557 394 12599 12551 is_linear=0 shrinkage=0.05 Tree=60 num_leaves=31 num_cat=0 split_feature=163 36 345 17 287 146 305 272 33 18 282 188 110 376 237 25 277 273 252 371 285 303 303 18 260 180 301 228 283 163 split_gain=38.541 16.6799 6.96476 5.6451 6.30601 4.78677 4.51775 5.20465 4.22863 4.10838 3.59333 3.5669 4.82215 3.41253 3.37344 3.08018 3.05344 3.0043 2.77352 2.69969 2.81155 2.44528 2.34795 2.34544 2.29049 2.35387 2.27153 2.23856 2.14025 2.26263 threshold=0.0029262742027640347 0.0192545410245657 0.0019801778253167872 0.02118759881705046 0.015151486266404392 0.006251272978261114 0.016462686471641067 0.010311002377420666 0.014901677146553995 0.01034660264849663 0.0034348567714914684 0.00063686279463581752 0.011109985411167147 0.013807734474539759 -0.0061868056654930106 0.019307748414576057 0.012635562103241684 -0.010941851418465374 0.0089227608405053633 0.027038483880460266 0.028550828807055954 0.016424464061856273 0.013916617725044491 0.0024531782837584619 0.0084666446782648581 0.074073899537324919 0.019307306036353115 0.014077344443649055 0.0059485877864062795 0.0070424575824290523 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 3 15 4 5 6 7 9 24 -2 -9 12 13 -5 23 -3 -8 -6 -7 -1 -21 -17 28 -13 25 -4 -24 -22 29 -16 right_child=1 2 8 11 17 18 16 10 -10 -11 -12 14 -14 -15 22 21 -18 -19 -20 20 27 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.047732184266202654 0.040997951571630456 -0.02423022785392942 0.074995130060230758 -0.039033162557846626 -0.018181931567865899 0.047476616895905974 0.046785209132409113 0.049041908110718957 -0.048308383072718897 -0.043308306313251957 -0.032963151556142954 0.035002219590777636 0.047936487114437445 0.036711601933535176 0.11995725015230425 0.04252536611355201 -0.025177916306463811 0.03882714129087235 -0.020674195317513529 -0.050712119995477561 -0.050623966713666584 -0.050834463520574705 0.048266870538121544 -0.028306981878461146 -0.051369327305156511 -0.01176411866984688 -0.041392197015893466 0.068098962090290413 0.00087269755547307929 0.050003139443800727 leaf_weight=38.13718163757585 5.6739623751491335 3.8162354035302979 1.4853631351143151 5.2266595568507892 2.6269007381051805 6.9087927225045842 5.3696822864003471 1.4215075601823652 17.608113502617925 1.9388805038761345 22.166873255977407 2.9946932727470985 4.5847062647808343 2.0782791823148727 1.2080669852439374 6.0906431789044291 2.0317887293640524 19.215515459654853 1.9044159129261968 1.694459252059459 0.54105153284035656 0.79264910100027908 1.3607408744283014 2.8602205822244287 1.2218512478284536 1.6504981648176906 1.4691360429860649 1.4917464926838873 2.1161751009058198 26.778973558684811 leaf_count=12160 69 277 10 44 30 102 65 21 4644 117 1102 42 59 23 22 152 52 256 21 364 105 126 27 37 86 41 26 37 29 401 internal_value=-0.00126496 0.0103938 -0.0212813 0.0190208 0.00974172 -0.000498272 -0.00808907 -0.01642 -0.0373948 0.0195264 -0.0280213 0.0317019 0.00774276 -0.0174835 0.0390461 0.0117991 0.0270305 0.0319709 0.0327501 -0.0437628 -0.003148 0.0317745 0.0452634 0.00407465 0.00670367 0.0293311 0.00172019 0.0364995 0.0493567 0.0530227 internal_weight=194.466 152.601 32.6654 119.936 69.2583 47.4159 38.6027 31.2012 21.9658 7.61284 23.5884 50.6777 11.8896 7.30494 38.788 10.6995 7.40147 21.8424 8.81321 41.8644 3.72726 6.88329 32.9331 5.85491 4.35771 3.13586 2.82988 2.0328 30.1032 27.987 internal_count=20547 7881 5336 2545 1835 1549 1426 1309 4781 186 1123 710 126 67 584 555 117 286 123 12666 506 278 505 79 137 51 53 142 452 423 is_linear=0 shrinkage=0.05 Tree=61 num_leaves=31 num_cat=0 split_feature=163 36 76 160 305 300 337 253 18 92 178 346 191 199 60 334 337 179 316 283 263 138 185 90 56 57 380 362 338 97 split_gain=36.3345 15.5298 7.08109 5.72519 8.26246 5.37522 5.33496 4.90218 4.31227 4.48128 4.42787 4.62926 3.63521 4.41729 4.26478 3.44053 3.26515 2.70774 4.87009 2.67592 2.62755 2.53119 2.38021 2.355 2.31221 2.75792 2.31046 2.48371 2.30281 2.28331 threshold=0.0029262742027640347 0.022793600335717205 -0.0095975617878139002 0.016623957082629207 0.015237495768815281 0.0040747274179011592 -0.027593169361352917 0.0097066028974950331 0.019498827867209915 0.0048422869294881829 0.0040465849451720723 0.017945152707397941 0.010947426315397026 0.023125024512410167 0.020383412018418316 0.026152257807552818 -0.018999318592250344 -0.0025592779275029893 0.015681155957281593 -0.0051768042612820855 0.016797111369669441 0.026492963545024398 0.016572488471865657 0.022086953744292263 0.0026971995830535893 0.079270955175161376 0.012209882494062187 0.019927849061787132 1.0000000180025095e-35 -0.042698398232460015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 8 6 20 23 -8 9 10 11 -2 -9 26 19 -6 -17 28 -19 -15 -3 -10 -16 29 25 -11 27 -14 -1 -5 right_child=1 5 -4 4 15 -7 7 12 21 24 -12 -13 13 14 22 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.034281319785453512 0.031403386128701319 -0.027891889955041743 -0.03897832128704206 -0.013846877526641977 0.045878397248305725 -0.048258984270243499 0.04391488258349191 -0.043695239092279334 0.068336879544997078 0.059267163358361324 0.054397778316108814 -0.036786558452434247 -0.050899180009704031 0.022970180198894501 0.062341443738877733 0.034953176882906875 -0.024089887275409307 0.060878038713766007 -0.050542947535624244 -0.048153789694696761 0.02494174201534119 -0.05385163434387491 -0.012901684696092465 0.063158475240544784 0.051764703955564095 -0.034422743184740139 0.041335384958935587 0.053953887208463239 -0.049852631926971369 0.051570538887079534 leaf_weight=0.83258027653209765 4.6533042439259571 4.3105836438480782 5.410400789231061 3.4547216857317835 17.343809636076916 13.35643467446789 3.6669793212786308 9.2035391174722445 0.53041774034500067 1.4029476344585448 4.5556650003418317 5.3510416354984045 1.7044718617107739 1.5312214016448642 1.8802243229001749 5.2056557154282928 4.2559212632477266 1.6639191624708463 2.388496097875759 9.6996776289306617 5.1825611889362335 2.1094300381373614 2.3833286694716662 3.608423431403935 27.883243803400546 1.7846932196989653 5.5575870638713241 0.84465759061276902 35.139862084761262 2.1728254235349578 leaf_count=44 56 394 823 152 260 3902 58 419 3 12 69 82 59 21 41 99 48 51 470 245 188 124 88 69 448 97 80 10 12101 34 internal_value=-0.00124317 0.0101155 0.0169833 0.01949 0.0106083 -0.0278139 -0.00231673 -0.0109129 0.0328322 0.0364267 0.0135372 -0.00506949 -0.0170417 -0.00664779 -0.0222942 0.0326478 0.00839496 -0.0435404 -0.00479356 -0.0384567 0.0009514 -0.0293006 0.0202805 0.0316284 0.0471529 0.00681215 0.0232574 -0.016156 -0.0479054 0.0114111 internal_weight=189.069 149.044 126.194 120.784 72.513 22.8496 45.7077 36.4717 48.2707 45.6309 14.56 10.0043 32.8047 23.6012 15.4945 26.8054 9.46158 40.0249 4.05242 11.2309 9.49314 2.63985 4.26355 9.23597 31.0709 3.18764 8.10672 2.54913 35.9724 5.62755 internal_count=20547 7881 3397 2574 1683 4484 1276 1021 891 764 207 138 963 544 395 407 147 12666 521 266 582 127 129 255 557 109 149 69 12145 186 is_linear=0 shrinkage=0.05 Tree=62 num_leaves=31 num_cat=0 split_feature=163 36 345 283 57 49 89 33 179 158 290 89 33 9 154 156 57 372 188 53 189 223 179 316 212 186 149 230 338 260 split_gain=34.2996 14.4791 6.4849 5.31825 5.9921 4.63332 4.4229 4.33919 4.28573 4.28284 5.1648 4.21693 3.91617 3.35178 3.43043 3.1912 3.12376 3.03929 2.90651 2.88578 2.91601 2.78369 2.63159 4.49296 2.62786 2.7057 2.2718 2.24298 2.20528 2.11748 threshold=0.0029262742027640347 0.0192545410245657 0.0019801778253167872 -0.002179451053962111 0.078950040042400374 0.0036576959537342195 0.020047769881784919 0.0096324477344751375 -0.0039029171457514162 -0.027732676826417443 0.011970038060098888 0.017840167507529262 0.014901677146553995 0.027101380750536922 -0.075902748852968202 -0.0088537484407424909 0.092080276459455504 0.076608367264270796 0.0011943825520575049 0.0025591483572497968 0.0038452238077297811 0.0068357421550899753 -0.0025592779275029893 0.015681155957281593 -0.019769226200878617 0.0060851932503283033 0.025501996278762821 0.029823631048202518 1.0000000180025095e-35 0.0084666446782648581 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 3 19 9 6 8 13 -8 -6 16 27 -12 29 -5 -15 -16 -2 -10 -13 -3 -21 -19 28 -24 -7 -26 -20 -11 -1 -4 right_child=1 2 12 4 5 24 7 -9 17 10 11 18 -14 14 15 -17 -18 21 26 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.032555679950347235 0.047972476797329501 -0.029190498320133623 0.028195484196180107 0.04425088046524786 -0.037365598784910185 0.01631885396657452 0.030731726931459653 -0.036663527138552664 -0.028640718946687356 0.042633147646060937 0.046433915647927121 -0.045625941451759661 -0.048093517099500077 0.040643227848750581 0.032395193186254397 -0.042681492817124536 -0.023088215524975912 -0.027429211866280969 0.051214162380240784 -0.033958334379506641 0.044428352504109904 0.049956789252401587 0.057365545561828948 -0.050516773802951165 0.0372201287247476 -0.056583542703952473 -0.015237518746775203 -0.046688938325310757 -0.049811352267562642 -0.051326824988005254 leaf_weight=0.83286920911632378 25.519584857160229 3.0678067714907247 3.0237407260574427 17.68914837483317 3.8606186532415441 1.9903464312665153 4.1398865021765214 5.6448128996416926 2.1821608312893686 0.85059720836580055 10.968861104687678 2.5398282178211948 16.205148275475949 4.8216023687273264 2.2097746916115284 3.9374378081411106 1.6463009896688152 1.386103882221503 2.7133838562294841 1.4878235936630515 5.8569502835161984 7.1901783703360707 1.6771584572270506 2.2731552477926016 0.85240054549649169 7.8327191642019898 2.4452230241149664 4.0455669891089201 33.453084545210004 1.1575783086009321 leaf_count=44 387 259 51 274 251 54 53 86 63 26 207 27 4644 64 28 52 40 33 42 85 211 95 51 470 25 515 29 194 12101 86 internal_value=-0.00122354 0.00986695 -0.020565 0.0180551 0.00844017 -0.0104596 0.0208759 -0.00814873 0.00782714 0.0301356 0.0145365 0.026525 -0.0369619 0.0307857 0.00907079 -0.0156932 0.0436661 0.0240444 -0.00184161 0.0115379 0.0285496 0.0374496 -0.0433581 -0.00471389 -0.0355016 -0.0473772 0.0197155 -0.0311713 -0.0478105 0.00618011 internal_weight=183.502 145.266 30.799 114.467 63.7372 25.2945 38.4427 9.7847 14.6191 50.7293 23.5635 18.6673 20.3865 28.658 10.9688 6.14721 27.1659 10.7584 7.69844 10.4126 7.34477 8.57628 38.2363 3.95031 10.6755 8.68512 5.15861 4.89616 34.286 4.18132 internal_count=20547 7881 5336 2545 1593 1036 557 139 442 952 525 305 4781 418 144 80 427 191 98 555 296 128 12666 521 594 540 71 220 12145 137 is_linear=0 shrinkage=0.05 Tree=63 num_leaves=31 num_cat=0 split_feature=163 36 76 368 3 300 60 5 154 213 287 18 164 273 237 291 285 18 308 211 179 316 215 268 46 263 42 186 139 3 split_gain=32.4027 13.6369 6.38079 5.59442 5.51422 5.08504 4.06502 5.31394 7.16692 5.41649 4.22246 4.08005 3.37955 2.98489 2.8707 4.07361 2.82216 3.15283 2.71418 2.91998 2.63407 4.11583 2.61498 2.5316 2.4898 2.32897 2.32016 2.22142 2.21216 2.1515 threshold=0.0027730137808248405 0.022793600335717205 -0.0095975617878139002 0.02831605821847916 0.017853194847702984 0.0040747274179011592 0.020980386063456539 0.011659964919090273 -0.082144115120172487 0.001853309397120029 0.0030392954358831052 -0.0014872473548166452 0.00070121494354680191 -0.0046004047617316237 0.00069236176204867672 0.0026088317390531306 0.031732156872749336 0.0075098376255482444 0.025140811689198021 0.0050248531624674806 -0.0025592779275029893 0.015681155957281593 0.018436188809573654 0.020383887924253944 0.010514036752283575 0.015912761911749843 0.0081873564049601572 0.028358841314911846 0.036006879061460502 0.0061711762100458154 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 2 3 6 18 25 7 -2 10 -10 -9 23 16 24 -6 -16 17 -13 -5 -20 29 -22 -15 -11 -12 -3 -14 -8 -4 -1 right_child=1 5 28 4 14 -7 27 8 9 11 13 12 26 22 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.031572466879893069 0.040394416882687023 -0.02870617627559361 -0.048968519500577103 0.048092042087687921 -0.04115196429289756 -0.047977928810565784 0.046349180577571043 -0.054993238280506576 0.058965460742617729 -0.03033473847825657 0.032843370167365125 -0.060379993508538413 0.003181726922182162 0.051845568717816537 -0.045607410865390996 0.036590300841933897 0.054639653758733475 0.025984038115992997 0.055154893926395027 -0.026122261279956177 0.054090775089180899 -0.050482961579955889 -0.016469633647645251 0.051442652937818571 -0.032142426931884155 0.022304931715784484 -0.056791154957831519 -0.021951663918273974 0.061094062797167094 -0.050175037354436014 leaf_weight=0.82596722268499334 19.19267079862766 3.8308973473031092 4.6677594895008943 5.8410723479464668 8.4137903742957842 12.374580964911727 21.706909576896582 1.4142212767619664 2.5322511065751341 1.3996215295046628 3.3098182617686716 2.3250756629277012 1.9662701194174577 14.597130294889213 2.520771885989233 3.7490491163916886 1.7270108936354516 1.937236536061391 1.5855346717871723 3.646548657445237 1.6894362196326249 2.1236949570011348 1.5494834333658207 2.922511950135231 2.6571581419557333 5.3798036272637546 8.9679237606469524 1.2595484545454372 0.50603161752223957 31.529534641420469 leaf_count=25 362 373 832 88 649 3947 350 68 34 21 62 36 30 252 144 45 25 23 17 174 51 467 18 47 36 211 102 12 4 12042 internal_value=-0.00120694 0.00955574 0.016117 0.0185561 -0.00197727 -0.0270407 0.0244677 0.0182042 0.00920126 -0.0101578 0.0287661 -0.0183965 -0.0294697 0.0341227 -0.0220675 0.00354284 0.000720023 -0.0211272 0.0246635 -0.00149197 -0.043456 -0.00415079 0.0452898 0.024961 0.0039045 0.00108849 -0.0460064 0.0426034 -0.0382037 -0.0480882 internal_weight=178.149 141.981 120.395 115.222 25.7568 21.5853 89.4648 66.4984 47.3057 23.7779 23.5278 21.2457 16.9235 22.1136 14.6836 6.26982 5.98932 4.26231 11.0732 5.23208 36.1686 3.81313 16.1466 4.32213 5.96698 9.2107 10.9342 22.9665 5.17379 32.3555 internal_count=20547 7962 3431 2595 1117 4531 1478 1116 754 318 436 284 216 368 838 189 84 59 279 191 12585 518 270 68 98 584 132 362 836 12067 is_linear=0 shrinkage=0.05 Tree=64 num_leaves=31 num_cat=0 split_feature=163 36 345 41 89 57 17 254 33 164 329 29 313 209 92 18 129 247 259 125 34 9 179 316 6 368 182 316 329 372 split_gain=30.5959 12.8272 6.05433 4.97649 4.41244 4.89925 3.67553 4.27226 3.62694 3.24702 3.1313 3.17552 3.69115 3.76444 2.93032 2.8968 2.8949 2.72955 2.82597 2.69791 2.69043 2.68492 2.56462 3.80532 2.55426 2.62998 2.55301 2.51575 2.41781 2.34539 threshold=0.0027730137808248405 0.0192545410245657 0.0019801778253167872 0.013514872640371324 0.01714989356696606 0.091283824294805541 0.018198614940047268 0.0062764259055256852 0.014901677146553995 -0.0011927261948585508 0.0056386380456388005 0.025270219892263416 0.021325021050870422 0.011412538122385742 0.0030868228059262042 -0.0023395989555865522 -0.0028517495375126596 0.069595608860254302 0.00046193238813430076 0.04194417595863343 -0.0022279636468738313 0.018596907146275047 -0.0025592779275029893 0.015681155957281593 0.038078837096691139 0.026670485734939579 -0.0085319341160356981 0.023904605768620971 0.0080539137125015276 0.079465314745903029 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 3 17 4 5 6 7 19 -4 26 -5 12 13 -12 16 20 -8 18 -3 21 -11 -2 -1 -24 25 28 -6 -9 -17 -13 right_child=1 2 8 10 9 -7 14 27 -10 15 11 29 -14 -15 -16 24 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.048018158181505524 0.048129756362819465 0.033146707708888314 0.0052598599143838833 0.049779315935768627 -0.03144879982541042 -0.048115235402689242 -0.044909959863403508 0.041121627018567211 -0.047905951252421107 0.049111674236811502 -0.043876276862692791 6.2449191873348371e-05 0.042220585526814874 0.025755372000027241 0.048975395412559075 0.049659205281467216 0.05115090973271208 -0.050956509973333078 -0.051330547775179328 0.053836588180301084 -0.030236334699371405 -0.042710701953899907 0.051030037941153461 -0.050459662182313972 -0.047128218727651321 -0.053864309052089547 0.031626083765732671 -0.017939200168286203 -0.024503792018040677 0.04847874089508071 leaf_weight=30.822935240576044 0.94053905201144683 7.5007835202850419 4.0746298346202847 14.457164708757771 2.0492582796141505 2.4995923144742838 1.8235944935586306 8.7583490740507823 15.079960464499889 2.6699791708961129 5.0344910346902925 3.2739018215797833 3.8700689212419084 3.1588845907244831 15.447349545778705 2.4371718654874686 1.37615770287812 1.5055312509648491 1.1405119963455943 1.0999211289454249 1.7808155438397122 6.0181412289384753 1.7009240977931761 2.0210303938947618 8.2198121824767423 1.9168025148101149 7.3881873060017842 2.2704617273993781 2.0014851822052151 10.599861227441577 leaf_count=12067 18 212 139 228 79 294 33 250 4701 43 53 49 59 50 294 42 22 203 141 14 39 227 51 467 186 147 129 84 38 188 internal_value=-0.0011899 0.00931737 -0.0200544 0.0172064 0.00901755 0.0196758 0.0241664 0.00874252 -0.0365963 -0.00604823 0.0311331 0.0207398 0.00197788 -0.0170304 0.0399544 -0.017942 -0.00359585 0.0111726 0.0219971 -0.0189307 0.0173636 -0.0304327 -0.0432841 -0.00407912 -0.0287232 -0.00491911 0.0179299 0.028963 0.0162175 0.0370536 internal_weight=172.938 138.393 29.3014 109.092 68.6976 40.2341 37.7345 19.0874 19.1546 28.4635 40.3944 25.9372 12.0634 8.19338 18.6471 19.0261 3.19975 10.1468 8.6413 8.0586 4.45079 6.95868 34.5449 3.72195 14.5753 6.35546 9.43745 11.0288 4.43866 13.8738 internal_count=20547 7962 5396 2566 1939 1236 942 593 4840 703 627 399 162 103 349 495 55 556 353 259 82 245 12585 518 413 227 208 334 80 237 is_linear=0 shrinkage=0.05 Tree=65 num_leaves=31 num_cat=0 split_feature=163 76 303 21 57 336 25 194 106 176 77 372 296 139 378 371 242 239 208 160 14 66 371 144 285 223 173 4 29 311 split_gain=28.8336 11.9858 7.90814 5.89802 4.9865 4.91987 5.09139 4.40714 5.32545 4.1609 3.82285 3.603 3.52418 3.28658 3.16261 2.7762 2.74661 2.70767 3.1954 2.69407 3.27729 2.83122 2.551 2.48533 2.37179 2.34613 2.09798 2.02504 1.94326 1.88838 threshold=0.0027730137808248405 -0.011787408962845801 0.013992056716233494 0.0137463272549212 0.09255163744091989 -0.042070699855685227 0.017795394174754623 0.050521850585937507 0.0026837438344955449 0.0055251915473490962 0.013013101182878019 0.083671957254409804 0.013695145025849344 0.022160846740007404 0.019614186137914661 0.021029651165008548 0.0059756778646260509 0.016803814098238948 0.021687652915716175 0.018859623931348327 0.0044523265678435573 -0.0037382692098617549 0.027038483880460266 0.011010863818228247 0.028550828807055954 0.010604771785438062 -0.016018908470869061 0.017017119564116005 0.023943308740854267 0.013292251620441677 decision_type=2 2 2 2 2 2 2 2 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 4 15 5 7 10 16 9 -9 19 27 -13 -3 29 -4 -2 18 23 20 -7 -21 -1 -8 -24 -15 -19 -10 -14 -5 right_child=1 13 3 14 -6 6 17 8 11 -11 -12 12 28 25 -16 -17 -18 26 -20 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.047586965184136097 -0.031658451207577973 -0.04492620492297715 -0.021435413017287838 -0.040771819023602912 -0.045278071543026953 0.039527621643791915 -0.06389543603810377 0.074194594869648842 -0.046729998018637399 -0.0034909182634826697 0.042465610239401902 0.044308821060056687 -0.057103630314906298 -0.053288218053186211 -0.045116057768207686 0.052528183567346613 0.04174700776648585 -0.016203690318429047 0.046036998390594754 0.025497079749474252 -0.045655201912211611 -0.043615535324907397 -0.050659358245407606 0.031730777638299783 0.036103704422006513 0.049916268433545505 0.046734783347374902 0.025173450638317798 0.029746560922077742 0.044812503594888836 leaf_weight=29.836818767013028 1.4626317403744895 11.927027352387084 1.9090141747146869 1.000153947155922 2.8566779771354041 4.7018777641933429 1.8579075075685971 3.1061502993106869 9.2504031241405773 3.8725918387062848 5.9642466558143488 3.3195781281683585 2.0893187674228106 0.80244152550585512 10.846029294421895 3.7823746451176703 9.8981834989972395 1.3739589755423356 2.762474668212235 2.0144802648574114 1.4860116355121133 5.6042724796570837 1.3697217693552368 1.0712439357303081 1.8536243319977073 1.7551299524493513 36.459353250451386 1.0951333930715907 0.93108452344313253 1.8126377426087854 leaf_count=12083 88 3125 149 29 201 79 21 25 560 63 94 51 89 70 2031 80 141 20 55 39 58 58 363 35 139 32 695 22 26 26 internal_value=-0.00117095 0.00907698 0.0142415 -0.0150447 0.0198424 0.0217345 0.0300546 0.00669886 -0.00559016 0.0310859 0.00901402 -0.02093 0.0087501 -0.0338972 -0.0328637 0.0277192 0.0322965 0.0396121 0.00745932 -0.00543652 0.0190711 -0.0253414 -0.0430219 -0.0289232 -0.000765205 0.0175357 0.0444491 -0.0391186 -0.0303308 0.014381 internal_weight=168.073 135.012 120.528 19.3502 101.178 98.3209 63.2958 35.0251 23.6643 6.97874 19.7709 16.6855 6.33998 14.4846 13.6588 5.69139 11.3608 43.5249 5.69163 13.8066 6.18789 7.61875 33.0602 2.92915 3.22335 2.55757 37.8333 10.3455 3.0204 2.81279 internal_count=20547 7962 4735 2315 2420 2219 1154 1065 836 88 328 748 166 3227 2086 229 229 826 111 234 137 97 12585 56 502 102 715 582 115 55 is_linear=0 shrinkage=0.05 Tree=66 num_leaves=31 num_cat=0 split_feature=163 36 76 368 3 300 60 5 154 213 287 18 164 273 179 316 237 21 269 285 18 215 268 338 46 191 16 235 42 70 split_gain=27.1695 11.3078 5.46128 4.93729 4.78357 4.5905 3.61473 4.69085 6.26031 4.7716 3.67364 3.50639 2.99078 2.79139 2.56134 3.51091 2.5236 3.67561 2.51492 2.47184 2.7622 2.34536 2.31811 2.16562 2.12616 2.10282 2.93014 2.09964 2.04351 1.99338 threshold=0.0027730137808248405 0.022793600335717205 -0.0095975617878139002 0.02831605821847916 0.017853194847702984 0.0040747274179011592 0.020980386063456539 0.011659964919090273 -0.082144115120172487 0.001853309397120029 0.0030392954358831052 -0.0014872473548166452 0.00070121494354680191 -0.0046004047617316237 -0.0025592779275029893 0.015681155957281593 0.00069236176204867672 0.017044350504875187 0.014195436611771585 0.031732156872749336 0.0075098376255482444 0.018436188809573654 0.02134959772229195 1.0000000180025095e-35 0.010514036752283575 0.0077680973336100587 0.011673256754875185 0.00095445816987194132 0.0081873564049601572 0.021764625795185569 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 6 18 -3 7 -2 10 -10 -9 22 19 24 23 -16 29 -18 -5 20 -13 -15 -11 -1 -12 26 -8 -20 -14 -6 right_child=1 5 -4 4 16 -7 25 8 9 11 13 12 28 21 15 -17 17 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.033280232654285168 0.038716551041028842 0.00082049747082584576 -0.03796334846378191 0.043501933658779607 -0.051346317859538408 -0.047689978907498209 0.049629472821825088 -0.054552208188072521 0.057628597644504446 -0.025453549435594837 0.030302956696389844 -0.058430531674020118 0.0026185094696356999 0.050364181722326422 0.049348519759808585 -0.050419230974180607 0.045815871585557437 -0.033365195605588101 0.042930613081518791 0.053454852331723771 0.024646769279512371 -0.016072101595188924 0.053417961390963942 -0.050155132477981729 -0.031103135097812557 0.048288484235491376 -0.036994194766919911 -0.032990364030667574 -0.055174537602498221 0.017659651951335297 leaf_weight=0.80050346348435297 17.694786948384717 8.8097429149784166 4.6601949201431117 6.1342142703942972 6.6203326755203289 10.92363940249197 2.0171943185851009 1.2916141848545546 2.3072701238561448 1.493933990830562 3.125388884916906 2.1759190368466035 1.8665229096077371 13.397721016779537 1.6930683862883591 1.8403407421428708 2.6985631831921637 3.2079219466540962 1.3785722274333236 1.5864075785502789 1.8522159166168419 1.4746441543102271 2.4750023996457458 27.321309071499854 2.5678411133121699 17.409847639966756 1.8917734138667581 2.6830905240494758 8.472435536561532 1.2430403269827364 leaf_count=44 362 584 836 111 616 3947 31 68 34 25 62 36 30 252 51 467 61 128 16 25 23 18 43 12023 36 307 24 152 102 33 internal_value=-0.00115354 0.00886005 0.0150229 0.0173292 -0.00266451 -0.026033 0.0230953 0.0169696 0.00824123 -0.0104416 0.0272425 -0.018325 -0.0287876 0.0323796 -0.0427386 -0.00261451 -0.0218865 0.00281116 0.0232954 0.000589935 -0.0202299 0.0437768 0.0237302 -0.0477801 0.00260671 0.0408476 0.00770732 -0.00722196 -0.044741 -0.0404379 internal_weight=163.115 131.46 111.726 107.066 23.9657 19.7334 83.1005 61.7817 44.0869 22.2297 21.8572 19.9224 15.9535 20.5656 31.6552 3.53341 13.7699 5.90649 10.1959 5.61454 4.02813 14.8724 3.96894 28.1218 5.69323 21.3188 3.90897 4.06166 10.339 7.86337 internal_count=20547 7962 3431 2595 1117 4531 1478 1116 754 318 436 284 216 368 12585 518 838 189 279 84 59 270 68 12067 98 362 55 168 132 649 is_linear=0 shrinkage=0.05 Tree=67 num_leaves=31 num_cat=0 split_feature=163 36 345 283 33 296 158 290 89 66 11 33 177 127 18 57 9 201 179 227 156 293 299 6 188 3 222 229 286 333 split_gain=25.6475 10.6065 5.41599 4.56137 5.19697 3.9857 3.5972 4.16567 3.55043 3.5417 3.3088 3.2999 3.00689 2.85898 2.81057 2.6377 2.61566 2.5094 2.49242 3.31097 2.38494 2.34377 2.3246 2.26707 2.20038 2.0995 2.06869 1.93383 1.9111 1.89995 threshold=0.0027730137808248405 0.0192545410245657 0.0019801778253167872 -0.002179451053962111 0.0088348928838968294 0.010847394354641439 -0.027732676826417443 0.011970038060098888 0.017840167507529262 -0.00018114417616743592 0.0044289855286479005 0.014901677146553995 0.009281366132199766 -0.0065799194853752843 0.006307542324066163 0.092080276459455504 0.02589376084506512 0.020998454652726654 -0.0025592779275029893 0.015941539779305462 -0.0054227064829319707 0.017616141587495807 0.023147286847233776 0.034085134044289596 0.0011943825520575049 0.0061711762100458154 0.017422849312424663 0.013026954606175424 0.05586440488696099 -0.0030520571162924166 decision_type=2 2 2 2 2 2 2 2 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 3 17 6 16 12 15 -8 -9 13 -11 29 14 -7 -6 27 -5 23 25 -20 -18 -22 -15 -3 -10 -1 -26 -2 -24 -4 right_child=1 2 11 4 5 9 7 8 24 10 -12 -13 -14 22 -16 -17 20 -19 19 -21 21 -23 28 -25 26 -27 -28 -29 -30 -31 leaf_value=0.032542075321161733 0.049667039822557706 -0.031780544603612369 0.052129480023443392 0.045866482876814704 0.034086546336070916 0.048068290645749967 -0.030392501911217579 0.044198466033081557 -0.042388544753220382 0.014740999991092027 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2.3353907207492739 2.5819364339113262 leaf_count=25 367 156 35 179 34 45 224 207 27 74 718 4701 116 109 100 40 52 159 460 58 20 33 86 241 35 12042 36 23 41 104 internal_value=-0.00113598 0.00863231 -0.0191594 0.0160722 0.00666172 -0.00366421 0.028051 0.0129279 0.024443 -0.0134414 -0.0267239 -0.0358341 0.0226883 0.0101909 -0.00706375 0.0414119 0.0288709 0.010825 -0.0425521 -0.0025771 0.00747252 -0.018094 -0.00840109 0.0221787 -0.00279904 -0.0477055 0.0172434 0.0457679 0.016236 0.00437824 internal_weight=158.488 128.242 27.081 101.161 56.6536 38.673 44.507 20.8768 16.4928 28.2076 18.058 17.403 10.4654 10.1495 4.68808 23.6303 17.9806 9.678 30.2467 3.45401 7.95932 4.25047 6.8079 8.07267 6.93276 26.7927 4.60264 22.1258 3.97877 3.94522 internal_count=20547 7962 5396 2566 1607 1323 959 529 305 1073 792 4840 250 281 134 430 284 556 12585 518 105 53 236 397 98 12067 71 390 127 139 is_linear=0 shrinkage=0.05 Tree=68 num_leaves=31 num_cat=0 split_feature=163 76 303 378 5 154 82 41 45 259 91 287 206 40 139 331 3 166 297 131 179 316 109 223 338 122 277 14 283 151 split_gain=24.2029 10.0818 6.76365 4.92115 4.46288 4.62888 3.5081 3.39637 3.3944 3.60844 3.35271 3.02928 4.12585 4.46896 2.99487 2.92644 2.8358 2.65224 2.58315 2.53887 2.43153 3.11644 2.30814 2.09344 2.03847 1.99209 1.90691 2.28205 2.44461 1.88035 threshold=0.0027730137808248405 -0.011787408962845801 0.012491775676608087 0.028104171156883243 0.017675012350082401 -0.082144115120172487 0.0079170763492584246 0.010015956591814758 0.014929043594747783 0.0018897976260632279 0.0070530474185943612 0.014418117236346008 0.012775843031704428 -0.0032356804003939028 0.022160846740007404 0.028061985969543461 0.018481121398508552 0.006909966468811036 0.015215993858873846 0.0018553074914962055 -0.0025592779275029893 0.015681155957281593 -0.0026845061220228668 0.010604771785438062 1.0000000180025095e-35 0.023289797827601436 0.014461930841207506 0.00084568522288464021 -0.006360842613503336 0.011619181837886574 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 2 4 7 11 8 19 -4 9 -6 -9 12 17 -14 -3 22 -10 -2 -12 -7 24 -22 -8 -16 -1 -5 -15 -28 -29 -21 right_child=1 14 3 25 5 6 15 10 16 -11 18 -13 13 26 23 -17 -18 -19 -20 29 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.031818453712341176 0.046620240615933103 -0.044277627659748513 -0.014894762906615894 -0.046574367145888765 0.046265082613847736 -0.057274538157301116 0.030215524966358862 0.062674819871863546 0.032538815633254552 -0.053202820496638853 0.050049311321715639 0.049004507218629693 -0.032993148752773788 0.044848399265838536 -0.052878399046129634 0.051120022684147073 -0.023758498383255333 -0.035289069156528539 -0.043017520073837676 0.047988292373259828 0.045564125043569007 -0.050390117309811501 -0.046485986976442656 0.04902642296807886 -0.050141937739124523 0.031114784088594319 0.049022864658186643 0.057325615077068584 -0.052179510113311706 -0.0018156690093223335 leaf_weight=0.78263729065657273 1.2743934860918695 10.751014250330625 8.0014971678610909 8.3001692869001964 12.660138464416377 1.1022669821977631 1.1080115141812701 4.0273263501003376 3.8456787103787047 0.98255155561491925 1.2302070095902311 14.991448284592478 2.5037420140579369 17.771502026822422 0.72662838478572611 1.0264024604111899 5.3469942186493427 4.4022542390739545 1.8926905918633563 3.9237156657036394 1.6883182474412017 1.6964795561507342 8.5451124086976034 1.6447329684160648 24.744790584314615 0.91622501402162093 1.9737977010663588 0.69977610325440753 1.8759555029682817 3.6657957095885649 leaf_count=44 21 3125 489 1976 271 11 17 69 59 131 32 272 69 360 70 21 199 174 43 68 51 467 210 32 12023 17 31 13 94 88 internal_value=-0.00111628 0.00840632 0.0132617 -0.0100411 0.0197366 0.00802647 -0.00995154 0.00748322 0.0232773 0.0391014 0.0325254 0.0306008 0.0215553 0.030349 -0.0330593 -0.0291473 -0.000206983 -0.0169006 -0.00635559 0.0136341 -0.0423492 -0.00252868 -0.037682 0.0178009 -0.0476291 -0.0388511 0.0374541 0.00857009 -0.0224291 0.0239326 internal_weight=154.102 125.19 112.068 24.3681 87.6995 42.2067 19.3713 15.1517 22.8354 13.6427 7.15022 45.4929 30.5014 24.8248 13.1224 10.6795 9.19267 5.67665 3.1229 8.69178 28.9122 3.3848 9.65312 2.37136 25.5274 9.21639 22.321 4.54953 2.57573 7.58951 internal_count=20547 7962 4735 2626 2109 1075 415 633 660 402 144 1034 762 567 3227 248 258 195 75 167 12585 518 227 102 12067 1993 498 138 107 156 is_linear=0 shrinkage=0.05 Tree=69 num_leaves=31 num_cat=0 split_feature=163 76 160 239 97 303 286 60 92 378 38 66 296 300 302 377 139 362 179 227 368 191 186 259 289 3 223 204 18 284 split_gain=22.8505 9.41417 6.31531 6.76752 4.84217 4.13086 3.94801 3.85181 3.7314 3.65615 3.52005 3.35114 3.30845 2.95726 2.9306 2.9422 2.81794 2.51747 2.36647 2.92138 2.31923 2.35293 2.29557 2.13163 2.00656 1.97778 1.96479 1.93561 1.92393 1.8961 threshold=0.0027730137808248405 -0.011787408962845801 0.016623957082629207 0.023465262725949291 -0.04976327717304229 0.011512080673128368 0.048401102423667915 0.014437236357480289 0.0048422869294881829 0.018218148499727253 0.0054419736843556174 -0.0012637103791348634 0.020897411741316322 0.012228682637214662 0.015597894787788393 0.00064309858134947728 0.022160846740007404 0.0081956353969872015 -0.0025592779275029893 0.015941539779305462 0.024710624478757385 0.014399074018001558 0.0083762602880597132 -0.012357433792203663 0.0073360151145607242 0.0061711762100458154 0.010604771785438062 0.019555476494133476 0.0056537436321377763 0.0052296121139079341 decision_type=2 2 2 2 2 2 2 2 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 6 5 24 10 -2 14 9 28 20 -12 -9 29 -6 -16 -3 27 25 -20 -4 -22 -13 -14 -5 -1 -18 -10 -8 -11 right_child=1 16 3 4 7 -7 8 12 17 13 11 22 23 -15 15 -17 26 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.031132480304007809 -0.032760904128027839 -0.043793366963544189 0.03926735020706712 -0.048195661171872836 0.025018835948443448 -0.041979036814995936 0.054307435366981488 0.04502516544002521 0.036910787953473995 -0.05304639522579116 0.025794668698250645 0.022427353116883448 -0.041152882921268064 0.048569663571302116 0.041476679720455031 -0.045181142495986655 -0.052747929642001028 0.05035591295611766 -0.045586456444886035 0.048703369903702692 -0.039623963726506929 0.039742244926240733 -0.050621606655012912 0.026722920785292884 0.021291278558611165 -0.05013405270882218 0.048106248304442156 -0.03338951650983147 -0.016069375787381518 0.021600972426905136 leaf_weight=0.773260958492762 2.4414644727949044 10.336943585774859 5.9850562693318405 3.627155016642063 5.8118838228983787 9.2329686868470144 4.3601742256432754 18.681360680959191 2.3187219008104902 3.6597584609407932 2.7317274969536811 1.2882661756593714 1.9899927272927014 1.3321036372799424 1.264579242095351 4.3446357937064022 0.69285682961344663 21.539916984504089 1.7973241971340024 1.5130258793942628 2.4975864590378483 1.4915393057744948 6.5113152373814955 2.7623405512422314 1.455962201580405 23.549888306413777 1.5936914959456769 1.6948141421889884 1.2493842318654058 1.1083159875124691 leaf_count=25 187 3125 142 379 100 1838 76 470 73 72 61 34 47 27 25 64 70 459 460 58 162 58 142 101 73 12042 32 116 14 15 internal_value=-0.00109742 0.00820139 0.0129198 0.00385045 0.0172969 -0.0142078 0.0288352 0.0239455 0.0328709 0.00949779 -0.00170328 -0.021864 0.0355495 -0.017294 0.000136721 -0.0256444 -0.0326827 0.0435815 -0.0421525 -0.00249043 0.0195836 -0.00994884 -0.038556 -0.0016994 -0.0282924 -0.0475505 0.017546 0.00722476 0.0386328 -0.035695 internal_weight=149.638 122.005 109.381 69.6764 39.9379 29.7385 39.7047 34.8548 37.2632 11.7097 20.5055 10.5313 23.4337 6.10018 11.4211 5.60922 12.6235 25.5535 27.6335 3.31035 9.97418 3.98913 7.79958 4.75233 5.08312 24.3231 2.28655 4.01354 5.60956 4.76807 internal_count=20547 7962 4735 3696 1259 2437 1039 807 852 204 599 237 618 114 189 89 3227 648 12585 518 362 220 176 148 452 12067 102 189 90 87 is_linear=0 shrinkage=0.05 Tree=70 num_leaves=31 num_cat=0 split_feature=163 36 41 265 300 89 17 302 176 160 49 275 314 12 9 92 129 179 316 128 368 27 140 5 176 80 178 338 256 12 split_gain=21.5627 9.04502 4.63135 4.4331 3.98891 3.96263 3.79956 3.27332 3.27143 3.66233 3.09005 2.82633 2.51759 2.51458 2.40457 2.39246 2.48112 2.30913 2.77663 2.22176 2.05337 2.03671 1.97545 2.42651 2.95046 3.35781 2.35047 1.92191 1.90556 1.88842 threshold=0.0027730137808248405 0.022793600335717205 0.013514872640371324 -0.031285531818866723 0.0040747274179011592 0.01714989356696606 0.019150517880916599 0.023124432191252712 0.00074467711965553473 0.014514119364321234 0.0037202448584139351 0.0095345904119312781 -0.013796279672533272 0.019788240082561973 0.020427283830940727 0.0030868228059262042 -0.0028517495375126596 -0.0025592779275029893 0.015681155957281593 0.0046617884654551753 0.02145603392273188 0.0079528517089784163 0.021116093732416633 0.01338148443028331 0.0071374166291207084 0.01851538754999638 0.0029530873289331798 1.0000000180025095e-35 0.012513548135757448 0.0057182740420103082 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 5 -3 6 10 13 -7 -10 19 20 -13 22 -12 16 -8 27 -19 -2 -11 -16 23 -4 -25 -26 -27 -1 -21 -22 right_child=1 4 7 -5 -6 8 15 -9 9 11 14 12 -14 -15 21 -17 -18 18 -20 28 29 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=0.030464036634889238 -0.014644641227845173 0.00023491016338129033 0.044784702480771564 -0.050586453379957999 -0.047361213540250864 0.048637495854559509 -0.043720041177087082 -0.053421797596675695 0.030600517117275728 0.054931711184201551 0.04139305785609803 0.04922143842340379 -0.037649918649260011 -0.045483551031983038 -0.050680305705333745 0.047289701807262788 0.050610748240842052 0.042184480909537692 -0.050364415029144266 -0.049543880870689984 -0.039089691146909043 0.018250947931858708 0.04816281566377318 0.046399675171025008 0.039604036263201088 -0.048626332409032767 0.025496953057582629 -0.050130057876642632 0.037416564436988049 0.041683701120393019 leaf_weight=0.76496908674017206 3.5152684390777749 8.2992352854926157 7.927942322567108 3.2999919946305445 9.3741681550163758 2.4762306245975223 1.6295765140093865 1.1846548027824599 4.1899484512396183 1.7563858092762554 1.2722525445278723 0.88917022151873126 13.444115312420754 1.0391193584073324 4.5264083622023463 12.836573190172201 1.218168556690215 1.6807530850637697 1.5650926973903549 0.6755031596403559 2.169443570193835 1.4040041546104474 13.597513737971893 3.646506232675164 2.5682953819632512 4.1401023417711258 1.4420337746851144 22.411708864732645 9.3453073920682055 1.0857524012681095 leaf_count=44 94 584 165 891 3947 47 30 19 102 27 36 19 492 9 367 279 22 51 467 12 56 36 285 69 44 60 24 12023 217 29 internal_value=-0.00108051 0.00799504 0.0137545 0.00589199 -0.0250106 0.00887719 0.0195221 0.0282944 -0.00602878 -0.0117805 0.00547813 -0.0209599 -0.0322608 0.0311116 -0.0209801 0.0380919 -0.00336854 -0.0419384 -0.00244105 0.0195568 0.011361 -0.0343611 0.0335002 0.0233924 0.00901599 -0.00770949 -0.0294781 -0.04747 0.0315546 -0.0121482 internal_weight=145.376 118.954 101.28 65.7341 17.6734 62.4341 36.4231 35.5462 26.011 23.5348 20.7387 19.3449 14.3333 34.3615 7.20267 15.6843 2.84775 26.4225 3.24585 13.5361 5.01158 5.93041 33.3224 19.7249 11.7969 8.15043 5.58214 23.1767 10.0208 3.2552 internal_count=20547 7962 3431 2756 4531 1865 1093 675 772 725 762 623 511 656 439 331 52 12585 518 323 112 403 647 362 197 128 84 12067 229 85 is_linear=0 shrinkage=0.05 Tree=71 num_leaves=31 num_cat=0 split_feature=163 303 76 21 236 313 123 296 48 378 305 0 237 34 255 371 161 334 289 206 139 69 373 334 248 311 48 363 12 223 split_gain=20.3485 8.50671 4.90436 4.81588 4.0984 4.52039 3.80617 3.61999 3.22124 3.19517 3.00345 2.94275 2.66319 3.20737 2.47147 2.25774 2.2344 3.06427 2.23218 2.25302 1.98895 1.9748 2.15715 1.9384 1.9195 1.85162 1.74177 1.73998 1.73825 1.70587 threshold=0.0027730137808248405 0.012563558761030437 -0.0095975617878139002 0.0137463272549212 0.011092862114310266 0.023678776808083061 0.016392135061323646 0.019017632119357589 -0.00096892481087706972 0.019614186137914661 0.015908453613519672 0.012179044075310232 1.0000000180025095e-35 0.0045646922662854203 0.020306120626628402 0.027038483880460266 0.0051322788931429395 0.027528443373739723 0.0068493252620100984 0.013227930758148434 0.036006879061460502 0.014737732708454134 0.011537724174559118 0.03256483934819699 0.0089774592779576796 0.013292251620441677 0.0034795260289683942 0.0026802980573847894 -0.004486117046326398 0.014212564099580051 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 4 12 5 6 8 16 11 25 27 -2 13 -3 -7 26 17 -6 -10 28 -4 22 -21 -17 -11 -5 29 -9 -20 -1 right_child=1 3 20 9 7 14 -8 10 18 24 -12 -13 -14 -15 -16 23 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.051049011977193408 0.047388073807771706 0.029817624689644807 -0.048064197395477543 -0.030033939463137971 0.041444762231976393 0.0023298117913316103 0.032014470850096059 0.051350907758406554 -0.036416434480326595 0.014911318352075598 0.034125658951301513 -0.034321286686159212 0.049538011047904146 -0.053627514782485702 0.052294251380994722 -0.050503627822022612 0.043748018119831228 -0.02338665568341089 0.053852101534022714 -0.029896594151075873 0.054163162859707764 -0.048417872632363045 0.045218978298619344 0.035404214346397671 -0.046204163431441084 0.040512936415468326 -0.050121507657940101 -0.034048939691181862 -0.054751292740451242 0.072601836332141484 leaf_weight=0.53117402642965916 3.7229668935760882 2.4870779641205463 3.9393347467994309 1.6140016866847902 4.0837710710475212 3.8160390816628915 6.3060399378882712 0.68423212692141344 10.557015913655055 1.4156664278125379 4.0241282724309713 1.5651782006025312 3.3830714984796941 2.1445078721735626 7.0426953017013147 1.0923421153565862 25.571566873113625 3.2917530667036772 0.43191923387348685 1.263239649357274 0.54116836376488198 1.0443890651222316 3.9270651338156313 1.6461702606175093 13.895232331007717 2.1951009675394744 21.404681373038329 4.6487566416617483 2.5068917613243666 0.58735604584217072 leaf_count=105 71 54 1218 142 82 94 114 12 525 129 78 71 119 175 127 428 638 42 6 18 6 65 128 74 3673 51 11964 141 183 14 internal_value=-0.00106256 0.00778607 0.0152604 -0.0167206 0.0179638 0.00693572 -0.00270108 0.0289605 -0.0114513 -0.0303584 0.00151508 0.0232038 0.0158141 -0.00881898 0.0347355 -0.0417309 0.0367551 0.01251 -0.0207395 -0.00269816 -0.0357169 0.0143141 0.026937 0.00113716 -0.0405533 0.0106207 -0.046943 -0.023092 -0.0387898 0.0138818 internal_weight=141.365 116.103 88.9682 27.1347 84.4876 42.1834 31.3247 42.3042 25.0187 19.12 9.35712 5.28815 8.01466 4.63159 10.8587 25.2617 32.9471 7.37552 19.7305 9.1735 4.4805 6.23469 5.1903 2.73851 15.3109 3.8091 22.5232 5.33299 2.93881 1.11853 internal_count=20547 7962 3619 4343 2395 1402 1181 993 1067 3995 231 142 348 229 221 12585 762 124 925 400 1224 211 146 502 3802 193 12083 153 189 119 is_linear=0 shrinkage=0.05 Tree=72 num_leaves=31 num_cat=0 split_feature=163 36 222 18 164 96 236 160 36 251 300 311 222 337 238 215 348 46 9 228 220 327 336 10 206 331 368 133 295 159 split_gain=19.2127 8.05528 4.43767 3.97253 4.58148 3.59038 3.49844 4.04047 3.21117 2.78477 2.77405 2.67299 2.65326 2.62759 2.33373 2.25008 2.23979 2.23535 2.52974 2.20852 2.7035 2.15703 2.1296 1.91077 1.97613 1.84605 1.84118 1.77455 1.69948 1.61376 threshold=0.0027730137808248405 0.0192545410245657 0.021741794422268871 -0.0038637827383354302 0.00074974805465899419 0.0092232250608503836 0.010739855933934452 0.019878988154232505 0.030014041811227802 0.014977280981838705 0.00040258340595755732 0.015528009738773109 0.020327493548393253 -0.014026078395545481 0.0069601137656718501 0.012451503891497852 0.019902626052498821 0.0023187299957498912 0.021486760117113594 0.01709697209298611 0.0087202000431716459 0.022947627119719986 -0.031839635223150246 0.037147669121623046 0.012177914381027223 0.017876533791422847 0.027029951103031639 0.029504362493753437 0.00018951966194435957 0.0066902418620884427 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 3 10 17 5 12 9 23 14 22 -3 -9 16 -7 -4 -11 26 18 -2 -1 -21 -10 -6 -8 -25 -22 -5 -14 -18 -26 right_child=1 2 8 4 6 13 7 11 21 15 -12 -13 27 -15 -16 -17 28 -19 -20 20 25 -23 -24 24 29 -27 -28 -29 -30 -31 leaf_value=-0.048042487361611631 0.03879230721156772 0.012891836812549465 0.041659137062802408 0.029665262174074197 -0.038331180986811243 0.048349606895242793 0.041793361452848843 -0.037687484912436953 -0.051045430965852637 -0.022435339953837303 -0.048236546567637859 0.027749179641160745 0.047631574988698716 -0.0086461026720897269 -0.034113286306835452 0.055618622910964581 0.05929052293112147 0.047640917863563323 -0.023615535666990806 -0.050168461173041835 -0.050784669042413778 0.029784685423718732 0.018971239335359949 -0.060748532346282441 0.051992759685286986 0.062582346281707321 -0.026656599169091796 -0.015594113214353415 -0.040069272411269646 -0.031862163855336807 leaf_weight=20.382432339829396 3.7118222955614355 2.2385902114911032 5.3413112164707837 4.7190188022796082 11.55977572617121 13.369267796049824 8.57000106922351 5.1526672155596307 3.0123069586697966 1.7532431884901591 10.858412841917014 2.2386432979255915 4.9189000681508324 2.3825165769085279 1.2549238315550608 1.9505104117561129 0.47299696039408434 12.150792589643968 2.8866385200526565 1.8145250191446387 0.47594017477240402 1.136875352472998 1.885934806661681 1.0168427643366151 1.6012036934262144 1.4626802622806279 2.0953397329431027 1.4331253552809355 4.7745328999590129 0.89413784118369211 leaf_count=11468 78 124 168 132 639 302 192 104 656 38 4252 55 71 50 150 25 6 278 56 938 131 46 64 35 33 48 178 21 168 41 internal_value=-0.00104548 0.0075773 -0.0182494 0.0144545 0.00903438 0.022204 -0.00325158 0.0112506 0.00556533 -0.0197191 -0.0377882 -0.0178684 0.00721276 0.0397288 0.0272435 0.0186703 -0.00656046 0.0349185 0.0114907 -0.0415522 -0.00630523 -0.028898 -0.0302938 0.0290642 -0.00199587 0.0347502 0.0123469 0.0333668 -0.0311133 0.0219456 internal_weight=137.516 113.38 23.8424 89.5379 70.7887 34.1657 36.623 19.4735 10.7454 17.1495 13.097 7.39131 18.4139 15.7518 6.59624 3.70375 12.0619 18.7493 6.59846 24.1356 3.75315 4.14918 13.4457 12.0822 3.51218 1.93862 6.81436 6.35203 5.24753 2.49534 internal_count=20547 7962 5396 2566 2154 928 1226 460 1020 766 4376 159 576 352 318 63 484 412 134 12585 1117 702 703 301 109 179 310 92 174 74 is_linear=0 shrinkage=0.05 Tree=73 num_leaves=31 num_cat=0 split_feature=163 76 160 279 57 360 266 286 337 92 55 178 65 128 378 127 283 210 16 56 363 179 227 110 228 3 89 97 194 139 split_gain=18.1178 7.65907 5.28715 5.53287 3.74209 3.48933 4.17482 3.47951 3.42847 3.30206 3.29061 3.24629 2.92821 2.72167 2.66544 2.51726 2.41628 2.28126 2.26729 2.2493 2.18081 2.17966 2.39193 1.89509 1.81513 1.78653 1.77213 1.77212 1.69679 1.52694 threshold=0.0027730137808248405 -0.011787408962845801 0.016623957082629207 0.01368179125711322 0.080813694745302214 0.024200393818318847 0.012088122777640821 0.048401102423667915 -0.017678342759609219 0.0048422869294881829 0.020841226913034919 0.0040465849451720723 -0.027393907308578488 0.0084414011798799055 0.018218148499727253 -0.010561937931925057 -0.0012674866593442855 -0.0020046144491061564 0.022126411087810997 0.0021053450182080273 0.013688684441149237 -0.0025592779275029893 0.015941539779305462 0.0047524869441986093 0.017244569957256321 0.0061711762100458154 0.016721409745514396 -0.051718955859541886 0.050153499469161041 0.036006879061460502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 7 5 8 6 12 -2 13 11 -6 14 -4 16 -9 -3 -5 -7 26 -11 -12 25 -23 -16 -8 -1 -10 -14 -18 -17 right_child=1 15 3 4 10 17 24 9 18 19 20 -13 27 -15 23 29 28 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030095194787016097 -0.032599412147729323 0.028280783441136562 -0.028719708221340984 0.041935815245041808 -0.041269641405380607 -0.023137516928617336 -0.053647955913150969 0.026598382881411742 0.0017148333787199951 -0.011724612370365064 0.042006606814157015 0.051558593505670214 -0.051315820241225475 0.042455906573164726 0.023213798676012115 -0.046240028428333496 0.040864744635963401 0.046459454658232084 0.052828233360550717 0.046320234416245797 -0.047693552232585014 -0.044848967039222962 0.044623867820070641 -0.052522728686004785 0.028840963110340925 -0.050114164504182046 -0.046720445531359144 0.043850538020215074 -0.037708166632118775 0.041118792116396921 leaf_weight=0.72001642908435926 2.2850893359864122 1.4971313436981279 2.2155467907432458 2.0711358031257987 11.59228236065246 1.3118562275776646 3.472446853411383 3.0297213587909919 3.0045558231649885 1.8112264164956311 2.3003904810175295 3.0451629164163023 0.5274635114474221 6.6273103635758162 1.0914299502037463 9.0737381472717935 0.84287000936456191 11.490172408288341 0.95252933818847019 21.256796452100389 0.96052833041176189 1.5414226496359327 1.4493162990547714 3.3957648654468358 0.82541539217345405 19.379575353348628 5.0838790807174519 6.7392699217889485 3.7180461751995608 0.52939073776360679 leaf_count=25 187 83 350 58 1469 64 87 49 131 115 61 68 130 197 18 3130 23 321 12 533 175 460 58 69 23 12042 194 220 181 14 internal_value=-0.00102611 0.00737368 0.0117621 0.00311666 -0.00934422 0.0205331 0.00307251 0.0271045 0.00360613 0.0311612 -0.0287876 0.00800708 0.0216007 0.0197948 -0.00963599 -0.0320228 -0.00285014 0.0393277 -0.0201359 0.0417627 0.0155847 -0.0413151 -0.00149031 -0.0341012 -0.0378057 -0.0472409 -0.0287285 0.0369428 -0.0231877 -0.0414242 internal_weight=133.841 110.751 99.6509 63.7357 37.1535 26.5822 13.7801 35.9152 22.3003 33.6301 14.8532 10.5621 9.48228 13.2594 7.51692 11.1003 6.63205 12.802 9.04096 23.068 3.26092 23.0903 2.99074 4.48719 4.29786 20.0996 8.08843 7.26673 4.56092 9.60313 internal_count=20547 7962 4735 3696 2501 1195 810 1039 796 852 1705 204 700 459 136 3227 262 385 337 648 236 12585 518 87 110 12067 325 350 204 3144 is_linear=0 shrinkage=0.05 Tree=74 num_leaves=31 num_cat=0 split_feature=163 197 179 372 17 239 57 345 337 305 146 381 106 99 354 322 164 8 228 220 300 37 264 134 331 361 104 256 34 272 split_gain=17.0948 7.31592 6.33651 4.17779 5.23945 4.38921 3.34604 4.05178 2.9328 2.71764 3.00196 2.70945 2.70696 2.60553 2.62613 2.48004 2.41343 2.3056 2.23129 2.47977 2.20802 2.17636 2.06474 1.7175 1.69663 1.67293 1.6375 1.5511 1.49883 1.44324 threshold=0.0029262742027640347 0.0088780126534402388 -0.0089568593539297563 0.082288656383752837 0.01828060764819384 0.011158588342368604 0.091987479478120818 0.025953801348805431 -0.011425693985074757 0.014283312018960716 -0.0020267813233658667 -0.00097696977900341131 0.0018731057643890383 0.057089408859610564 0.025936263613402847 0.013018331956118347 0.010198583826422693 0.012492904439568521 0.01709697209298611 0.0087202000431716459 0.013852689415216448 -0.015033842064440249 0.018674294464290146 0.0089705782011151331 0.025710311718285087 0.0012439563870429995 0.035584867000579841 0.012849246617406608 -0.0031649470329284664 0.011783506721258165 decision_type=2 2 2 2 2 2 2 2 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 3 15 4 20 -5 9 -8 17 10 12 -12 -4 26 29 28 -13 21 -1 -20 -2 -7 -17 -23 -10 -21 -6 -19 -3 -15 right_child=1 2 6 5 13 8 7 -9 24 -11 11 16 -14 14 -16 22 -18 27 19 25 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.047794428773348024 -0.041396467668882296 0.012124508579705193 0.044530009443989209 -0.041566252683955182 0.047204958145796415 -0.032565697791107691 -0.046532247826593723 0.17872505034566702 -0.027070846421902037 0.031456494472032741 0.039060233584031316 -0.022836299210111974 -0.038083162106123634 0.046594625933344347 0.054363601986181592 -0.049760804688738169 0.05318540611534809 -0.0076293754220908144 -0.050156958393654055 -0.051249088861015347 0.052678237020614263 -0.036885477142787101 0.028356282063955358 0.046059090187623351 0.051137053021184653 0.057506602379936149 -0.023643067939153477 0.046988467148562488 -0.050793355996110373 -0.050768509431003694 leaf_weight=18.691415630280975 6.7135552397230667 1.0406759420875449 1.1774621843360389 2.0925438583362839 6.6361838378943485 2.0056739281862974 4.1808556470787144 0.20964110805653025 2.9203025846509258 10.535498666577039 6.0570605725515634 5.1640561779495346 6.2806746830465272 0.44919203745666925 1.1095511286985127 1.2848550275666633 1.3085435052635146 1.3708510379074166 1.6653585444437333 0.45929795154370356 0.68761540658306319 0.76444207900203665 2.475905442610383 3.399756797705777 0.90942568739410479 1.5365608908468855 0.92985949991270889 25.117575430893339 10.465525065897962 2.4931900956435129 leaf_count=11536 306 65 29 66 136 22 1053 8 58 320 152 317 792 15 19 113 41 28 944 77 23 19 99 85 28 109 19 589 3356 123 internal_value=-0.00100916 0.00724367 -0.00671281 0.0194025 0.000223697 0.0288572 0.00503628 -0.0357765 0.0328958 0.0109068 7.51527e-05 0.015025 -0.0250405 0.0211697 -0.0111864 -0.0335816 -0.00746725 0.0377501 -0.0408028 -0.0051091 -0.0326563 0.0102233 0.00166776 0.0308326 -0.00849922 0.0324791 0.0384978 0.0441618 -0.0451028 -0.0359048 internal_weight=130.133 107.78 50.1808 57.5997 19.0191 38.5806 34.9138 4.3905 36.488 30.5233 19.9878 12.5297 7.45814 11.618 4.05193 15.267 6.4726 32.6583 22.3526 3.66122 7.40117 6.16987 3.76076 4.1642 3.82973 1.99586 7.56604 26.4884 11.5062 2.94238 internal_count=20547 7881 6345 1536 641 895 2712 1061 829 1651 1331 510 821 312 157 3633 358 743 12666 1130 329 126 212 104 86 186 155 617 3421 138 is_linear=0 shrinkage=0.05 Tree=75 num_leaves=31 num_cat=0 split_feature=163 303 29 313 21 123 99 97 346 174 378 326 106 66 237 34 162 160 378 18 41 3 309 317 324 87 141 37 205 43 split_gain=16.1157 6.89602 4.12375 4.15595 4.02968 3.16039 2.88658 3.62257 2.75908 2.80386 2.71323 2.53188 2.43247 2.47876 2.2626 2.73167 2.2471 2.17377 2.15514 3.64521 1.98594 1.94406 1.82921 1.68874 1.55867 2.46001 2.67431 1.52917 1.49555 1.46557 threshold=0.0029262742027640347 0.012491775676608087 0.025270219892263416 0.024139711633324627 0.0137463272549212 0.016392135061323646 0.055371928960084922 -0.03930124640464782 0.016788901761174205 0.019923428073525432 0.022104519419372085 0.014608209487050773 0.0023934926139190797 0.0015796032384969296 1.0000000180025095e-35 0.0045646922662854203 0.012055348139256241 0.022318618372082714 0.017686239443719391 0.01405712077394128 0.010723818559199573 0.029331083409488205 -0.002712083281949162 0.01562089240178466 0.024473585188388828 0.016476541757583622 0.011706954333931209 0.0007925778627395631 -0.0053540777880698434 0.029293533414602283 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 3 5 14 8 17 12 16 24 20 -7 -8 -14 15 -3 -2 -4 19 -1 29 22 -5 -19 -10 26 -26 -18 -16 -6 right_child=1 4 6 21 10 11 7 -9 9 -11 -12 -13 13 -15 28 -17 27 23 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.056124490459991884 -0.018800874692856281 0.027687040627080436 0.04666715392017854 -0.013276448437819638 -0.04732762053824377 -0.017145576551052217 0.035914462779554693 0.044060617137038141 -0.041611283938236078 0.056391639785653369 -0.042187322016800165 0.038983413221858026 0.032110422552326962 -0.043832194820373364 0.15459969626508951 -0.053313898867363901 0.046306880625645724 -0.046792555223087555 -0.047291878871364788 -0.050121870634031833 0.031740431774938349 -0.030698577557060104 0.048564417966124901 0.036463054305505331 -0.031706451121814236 -0.036752343270116908 0.043492165672494594 -0.032893913189206751 0.035687431958141801 0.056503095283689103 leaf_weight=1.4455035128630727 3.3014919705456141 2.2773705072468173 16.81798121670727 1.3997220071032632 2.1035931857768477 2.8852649850305152 2.1019092345377413 4.8489204375073305 8.6598873123293796 1.0911125049460668 12.137717786128631 6.6164071325911209 1.3930340874940155 4.6989373213145882 0.29089983552694354 1.9169967015041036 4.1437769480980933 1.1807295567123213 18.122499474207871 1.8284922366729004 2.6109195429598913 1.0972065916284908 8.2073016874492151 1.258051593438722 2.0004779965383914 5.1600168365985155 2.8908427894348279 0.71453921834472556 2.9042872691061348 0.40534318890422572 leaf_count=31 191 55 432 22 278 66 41 136 1234 25 3611 156 41 228 2 170 103 25 11461 1174 75 147 208 31 162 112 138 70 118 4 internal_value=-0.000993098 0.00705827 0.014146 0.00487723 -0.0160818 -0.00297327 0.0279685 0.00980629 -0.0114387 -0.0215208 -0.0293112 0.0219394 -0.0104645 -0.0264666 0.0148142 -0.00933369 0.0130285 0.04027 -0.0405471 -0.00321299 0.00121425 0.0323533 0.0395543 -0.00384493 -0.0260641 -0.0126691 0.012737 0.0346584 0.0465136 -0.0305528 internal_weight=126.511 105.115 80.4676 48.168 24.6471 37.4638 32.2996 13.0428 27.9621 19.8023 17.2576 9.50167 8.19388 6.09197 7.38955 4.19437 8.15981 19.2568 21.3965 3.274 5.11986 10.7042 9.60702 2.43878 18.7112 10.0513 4.89132 4.85832 3.19519 2.50894 internal_count=20547 7881 3568 2634 4313 2257 934 446 2035 1671 3968 222 310 269 345 225 364 488 12666 1205 357 377 230 56 1646 412 300 173 120 282 is_linear=0 shrinkage=0.05 Tree=76 num_leaves=31 num_cat=0 split_feature=33 303 200 236 158 62 163 296 234 305 372 162 234 288 45 258 283 14 251 142 213 21 14 49 161 334 13 97 32 194 split_gain=15.3404 7.85936 4.17723 4.00057 3.56041 3.46341 3.46241 3.3544 2.87476 2.74147 2.18641 2.82629 2.37748 2.13618 2.08967 2.04037 1.99047 1.90998 1.88124 1.82972 1.80952 1.77831 1.77295 1.76281 1.68299 2.60488 1.663 1.60511 2.05684 1.51033 threshold=0.027284762822091583 0.012563558761030437 0.02808350790292025 0.011092862114310266 -0.030775683000683781 0.010443484876304867 0.01959747634828091 0.019017632119357589 0.0086696953512728232 0.015908453613519672 0.082288656383752837 0.013033459894359114 0.010285378433763983 0.013353791553527119 0.012552230618894102 0.017580443993210796 0.005866213236004115 0.0081062652170658129 0.014977280981838705 0.015003913082182409 0.01201376458629966 0.011759737972170116 0.004224869655445219 -0.0093886516988277418 0.0051322788931429395 0.026985515840351585 0.015381944365799429 -0.047016918659210198 0.0093191065825521963 0.052346732467412956 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 23 4 16 -3 18 24 15 -9 13 12 20 -8 22 -7 27 -13 -6 -18 -12 29 -4 -2 25 -5 -23 28 -1 -10 right_child=2 5 14 7 6 8 10 9 21 -11 11 17 -14 -15 -16 -17 19 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.048771858071623771 0.017560096118383876 -0.045198222657788695 0.055382668399835772 0.042058086068657748 -0.04555089496445968 0.035273935179345094 -0.043950370566163376 -0.025597382608441761 -0.039649672046810691 0.03235552427794023 0.016008878783223737 0.051036176823531315 0.027252589480469165 0.03843854865491917 -0.050587219606727823 -0.051727926176601602 -0.050476890398326368 -0.026493067923613223 0.029181772441453164 0.042103601387406334 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0.00418456 -0.0179297 -0.00547943 0.0271777 -0.00393442 -0.000806634 0.00517833 0.014088 -0.00369129 -0.0254395 0.0135944 0.0236103 0.0284016 0.0396936 -0.0353556 -0.0137128 -0.0246603 -0.0213369 0.0361615 -0.0446187 0.0351392 0.0127985 -0.0358779 0.0392934 0.00142469 0.0119385 internal_weight=123.131 98.3608 24.7705 75.6726 38.0332 22.6882 27.1849 37.6393 14.9931 8.33665 20.0371 15.5206 9.16018 4.51646 3.60688 5.80498 10.8483 6.36041 7.14783 2.22915 5.46014 9.18816 2.66858 21.1636 29.3027 6.5466 6.39403 8.6192 2.11243 2.79413 internal_count=20547 7161 13386 2704 1737 4457 1413 967 1242 235 576 453 297 123 588 343 324 156 837 50 203 899 310 12798 732 110 800 274 103 99 is_linear=0 shrinkage=0.05 Tree=77 num_leaves=31 num_cat=0 split_feature=139 303 143 122 119 287 341 168 302 324 202 54 36 168 141 5 106 265 238 162 297 346 301 158 370 256 380 364 19 368 split_gain=14.4792 6.32113 4.16514 3.91863 3.08785 3.44799 3.09967 2.75075 2.67325 2.76788 2.86379 2.4816 2.39639 2.39406 2.21623 1.98504 1.83268 1.81705 1.81353 1.77508 1.74446 1.66315 1.64017 1.56476 1.5474 1.54504 1.51406 1.46029 1.44096 1.43209 threshold=0.0065042001660913238 0.013992056716233494 0.040802830830216415 0.0074164979159832009 0.010126273147761823 0.015987451188266281 0.015048882458359005 0.026631373912096027 0.021248268894851211 0.025171640329062942 0.01211870973929763 -0.035205408930778496 0.014374305959790947 0.029223046265542511 0.0018593511776998641 0.01126612024381757 0.00029221673321444547 -0.064846344292163835 0.007280895486474038 0.0081624495796859282 0.024156066589057449 0.030254288576543335 0.01126723922789097 -0.036931876093149178 0.025810137391090397 0.016988718882203106 0.0075003467500209817 0.017839483916759494 0.012571961153298618 0.029082782566547397 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 8 6 20 11 9 10 13 -5 24 18 -11 -12 -14 28 25 -13 27 -4 -8 -21 -3 -2 -16 -6 -7 -27 right_child=1 12 21 7 5 17 22 -9 -10 14 15 19 16 -15 26 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.045730757907608312 -0.013710951917550403 -0.032323594616699917 0.039643348377314064 -0.050192763938963762 -0.034120711998080179 -0.044879243929674843 -0.045559719760082662 -0.051305681201732005 -0.049286277046459492 -0.049816417841292496 0.046852028501414393 0.059824430084664842 0.024782032042653824 -0.043796409531527948 -0.0069078149208576557 -0.036304502955285575 -0.049571784089413123 0.049461720435523902 -0.026707512138642187 0.041762493394275006 0.025154671232965439 -0.029812106464439343 0.040656867563397085 -0.033858691060639816 0.019695149762118114 0.053395813748338433 0.043949310165154527 0.034225017452989524 0.028338485868640559 -0.020732459514500909 leaf_weight=18.729503839509565 1.2670372866559789 2.237853466649538 16.127755696303215 1.283508227439597 13.706009921501398 1.2112757202703508 0.669938171980902 2.3565723815700039 1.4265657300129522 0.73797330504749226 0.84907229943200846 2.3227702333824691 0.94145663816016156 1.2743036517640565 1.6284052341943631 4.6366774800699204 6.9222254266496748 3.7348113455809644 1.2714532357640553 1.2538307700306179 1.5763011890230689 0.9105635869782408 3.1236217526020482 1.5053919642232356 3.9583925033221021 6.606313037336804 14.447630259906871 0.82881215051747936 1.5093244910240171 0.72282935050316144 leaf_count=11240 33 129 455 751 1127 14 48 1288 107 45 30 115 104 437 79 132 2730 101 146 30 94 28 104 243 141 202 471 23 31 69 internal_value=-0.000958286 0.00852095 0.014066 -0.0328393 0.0079814 -0.00493268 -0.0152309 -0.00515674 0.0177443 0.0206037 0.0061387 0.0119281 -0.0223465 0.0206987 0.0349085 -0.0234337 -0.04067 0.0268211 0.0290276 0.0276173 -0.0248053 0.0359315 0.0254311 0.00050467 0.000907915 0.0372713 0.0387978 -0.0302235 -0.00425978 0.046085 internal_weight=119.778 92.3266 78.2667 27.4516 61.2284 26.3601 19.9047 8.72207 34.8683 33.4417 16.6277 6.3655 14.0599 11.1419 16.814 5.48575 7.86368 6.45541 9.86763 5.08199 16.1111 17.0383 3.79356 2.75922 6.19625 8.59618 16.076 14.5348 2.7206 7.32914 internal_count=20547 6880 3776 13667 3293 1542 1396 2427 1751 1644 1049 1139 3104 887 595 162 2834 146 450 388 1244 483 152 273 270 304 550 1150 45 271 is_linear=0 shrinkage=0.05 Tree=78 num_leaves=31 num_cat=0 split_feature=33 303 200 236 158 378 48 296 313 260 305 41 19 66 45 351 228 273 331 143 49 182 14 161 334 363 64 269 368 99 split_gain=13.6893 6.82513 3.86024 3.56516 3.2344 3.22407 3.12708 3.09912 2.7072 2.61642 2.44736 2.43326 2.26477 1.97143 1.8997 1.89841 1.87294 1.81644 1.78238 1.94218 1.66972 1.66857 1.57262 1.53424 2.33843 1.49392 1.46916 1.35002 1.31603 1.27731 threshold=0.027284762822091583 0.012563558761030437 0.02808350790292025 0.011092862114310266 -0.030775683000683781 0.02346476819366217 -0.00096892481087706972 0.019017632119357589 0.024139711633324627 0.011855626944452526 0.015908453613519672 0.010723818559199573 0.017683288082480434 -0.0031438270816579457 0.012552230618894102 -0.067116647958755479 0.017920929938554767 -0.0007144475239329039 0.024966759607195858 0.036836795508861549 -0.0093886516988277418 0.00029065583657938992 0.004224869655445219 0.0051322788931429395 0.026985515840351585 0.0026802980573847894 0.01287759328261018 0.015362063422799112 0.01882321480661631 0.055273840203881271 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 20 4 17 11 9 23 13 -6 25 26 -7 15 22 -8 -10 21 -15 -20 -2 28 -4 24 -5 -9 -3 -13 -1 -25 right_child=2 5 14 7 6 12 8 10 16 -11 -12 27 -14 18 -16 -17 -18 -19 19 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=0.05349058630005047 0.016711786421227389 0.0087261769683955898 0.052934951255729459 0.04078243075792376 0.04399456339117172 -0.041728265093934278 -0.020512871549083767 0.050135807850019122 0.043845969551771585 -0.028771494762217381 0.030802047959754216 0.051778904417987416 0.018499684357218715 -0.044767252601275516 -0.050562730444692561 0.046243746305249786 -0.045365998516643365 0.046077894526292129 -0.042607194063123743 0.050962650255109182 -0.047742950337522162 0.032785548345293014 -0.050240170978194013 0.049572834698775818 -0.020237807890422607 -0.035502629674625301 -0.047563159735197452 -0.013095480076335346 -0.047431811454447755 0.024467064769465436 leaf_weight=0.39757375349290702 1.0628229710273505 2.3940766467712837 2.1169139569392428 3.3503161671105799 4.6959986197762218 10.981895399512721 2.9615450208075345 0.58183843432925453 2.7235805771779265 1.6763345256913451 3.4339496293105185 2.9902148654218763 1.8194786587264378 9.2961287169018743 0.87019261997193087 1.6629935330711365 0.75042473664507259 5.785845077596603 1.0875805448740714 1.1315791942179201 18.400896167964675 2.3313174367649481 0.4473815761739387 13.586248177220115 2.954756636172533 4.081896199262701 2.2473420074675232 1.0958047226304186 1.722614587866701 8.0788912270218116 leaf_count=10 82 86 98 69 119 3904 193 13 66 113 77 56 231 766 278 79 27 148 21 29 12716 59 212 386 41 145 163 17 107 236 internal_value=-0.000938934 0.00752053 -0.0355997 0.01488 0.00380017 -0.0171916 -0.00557748 0.0260075 -0.0154638 0.0248524 -0.00123176 0.00624243 -0.033168 -0.024082 0.0132721 0.00349294 0.0245752 0.0276041 -0.0351561 0.00510532 -0.0442234 0.00359277 0.0349344 0.0338936 0.0121864 -0.0248185 -0.0185287 0.0343806 -0.028507 0.0402109 internal_weight=116.718 93.8202 22.8982 72.2914 36.2235 21.5288 25.9862 36.0679 19.6138 6.37233 8.09768 8.72744 12.8014 16.1398 3.43449 4.62454 3.47401 10.2374 11.5153 2.21916 19.4637 4.45151 2.5643 27.9702 6.30507 4.66373 4.64142 4.08602 2.12019 21.6651 internal_count=20547 7161 13386 2704 1737 4457 1413 967 1181 232 235 322 4135 1088 588 272 93 324 816 50 12798 176 310 732 110 158 249 73 117 622 is_linear=0 shrinkage=0.05 Tree=79 num_leaves=31 num_cat=0 split_feature=163 76 283 179 9 66 239 29 360 82 287 179 302 82 64 141 33 296 210 151 57 220 111 3 160 139 373 285 369 271 split_gain=13.0022 6.00699 4.05763 5.34841 4.84047 3.48755 2.94168 2.68581 2.66355 3.36924 2.20474 2.17294 2.13209 2.06028 2.02334 1.90233 1.93939 1.88444 1.88204 1.85426 1.84494 1.81935 1.88758 1.81387 1.66945 1.52257 1.44364 1.37182 1.27601 1.23959 threshold=0.0024708876153454189 -0.0095975617878139002 -0.0028916648589074607 -0.0042500938288867465 0.025839843787252906 0.0012172767892479899 0.023104910738766197 0.023254483006894592 0.023334007710218433 0.0093684173189103621 0.011220127344131471 -0.0025592779275029893 0.013968244194984438 -0.00064855747041292478 0.017554247751832012 0.0115216625854373 0.0096324477344751375 0.020392198115587238 0.0095063420012593287 -0.0017145375604741273 0.071695566177368178 0.0035702590830624108 0.02710795029997826 0.018361854366958145 0.016880657523870472 0.036006879061460502 0.015449819620698692 0.02742947451770306 0.01635359134525061 0.012020468711853029 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 6 10 15 20 7 26 9 17 -4 -1 -11 -7 -13 16 -5 -8 -18 -15 -6 -22 -23 -12 -9 -3 -2 -16 -17 -26 right_child=1 25 3 4 5 13 8 24 -10 12 23 14 -14 19 27 28 18 -19 -20 -21 21 22 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.047599972357602022 0.016754833561876806 -0.049030444745192581 -0.038330471260703644 0.046896667133440338 0.053577590536189296 0.037534584747641327 0.048023248677143991 0.045129452356374361 0.050316059190750363 0.043929105582018096 0.032081088926500405 -0.050569058645545589 -0.048360902712769271 0.045902057964824043 -0.05073616953536117 0.041246428727009621 0.036754811488793469 -0.028461621600476078 -0.039650752180665508 -0.040588702052584615 -0.052186640286737918 0.033586945519065298 -0.041096557503330723 -0.020376551685446317 -0.032261101688249118 0.04520812932782254 -0.047243520262694044 0.065179100042465049 -0.018242120701821549 0.020961470910709819 leaf_weight=15.084019566420467 1.2486405470408488 5.6039017209550357 9.4620709285372886 1.7449579192325497 2.4342758030397835 1.119444489246235 5.3469813932897541 3.7632743761641887 11.834549996885469 0.83174763317219946 2.5694333501160136 1.0588991934200742 2.5273700880352408 0.66822849027812381 0.32680150738451619 13.985883779474531 1.1522502184379848 0.94812563038431097 2.6818611709168181 8.5306385549483785 1.2324897833168504 3.603130869101733 1.105668944888748 4.5946452737553045 1.7922672221902756 0.46410284715238947 2.9942294934298843 1.1656883988762272 0.96352018183097321 2.8081622204044834 leaf_count=11916 44 2626 2605 41 49 45 157 143 334 29 38 362 71 14 115 360 31 48 42 385 68 183 35 315 60 12 185 30 25 179 internal_value=-0.000920666 0.00632753 0.00957595 0.00127817 0.0113523 -0.00705442 0.0231678 0.00399316 0.0344168 0.0149268 -0.0224874 -0.0403817 -0.0255091 -0.0265118 0.002293 0.028114 0.00319868 0.0365036 -0.0166889 -0.0343058 0.0169161 0.00189512 0.0160506 -0.00156235 0.0204308 -0.0418227 -0.0284093 0.0397978 0.0374123 0.000226652 internal_weight=113.647 96.0119 89.9438 55.8485 39.2224 18.6939 34.0953 12.6066 21.4888 9.65422 16.6261 17.6354 3.35912 10.3183 2.55139 20.5285 5.57907 6.29511 3.83411 9.19887 8.37557 5.94129 4.7088 7.16408 8.3637 6.068 4.24287 1.49249 14.9494 4.60043 internal_count=20547 8124 5486 4236 1278 779 1250 611 639 305 2958 12423 100 444 507 499 114 205 73 399 335 286 218 353 382 2638 229 145 385 239 is_linear=0 shrinkage=0.05 Tree=80 num_leaves=31 num_cat=0 split_feature=36 18 222 283 296 33 168 119 238 70 187 80 305 179 62 48 202 289 50 26 196 132 318 249 196 201 60 215 228 93 split_gain=12.2902 6.77233 4.98372 3.49517 4.10688 2.90292 3.00329 2.76655 2.61844 2.47703 2.17494 2.29852 2.13714 2.08054 2.13088 2.04948 2.02016 1.96593 1.83558 1.72787 1.72157 1.69944 1.61883 1.57614 1.49687 1.41336 1.34677 1.3076 1.23153 1.20595 threshold=0.0192545410245657 0.019498827867209915 0.021741794422268871 -0.0007491431024391203 0.011388124432414772 0.0088348928838968294 0.013869732618331911 0.014324859250336887 0.0069601137656718501 0.011281458195298912 0.01049782754853368 0.017616435885429386 0.015047808643430473 -0.0014740384649485347 0.015077609568834307 0.013786688446998598 0.011875957716256382 0.0049203429371118554 0.010619656182825567 0.021029314026236538 0.0053994397167116412 0.016884225420653824 0.024437159299850467 0.013664308935403826 0.0071322603616863498 0.020998454652726654 0.013404918368905784 1.0000000180025095e-35 0.013392134103924038 0.0012654374586418273 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 22 19 20 16 15 -9 11 -11 -3 -2 -15 25 -1 23 29 -6 -7 26 -5 -18 -19 27 -8 -4 -14 -13 right_child=2 12 8 4 5 6 21 9 -10 10 -12 18 28 14 -16 -17 17 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.05300850403396954 -0.047963262714123545 -0.045547289631823029 -0.054465402684468894 -0.0068006589273032041 0.039251441573571008 0.014359212902741926 -0.053530337477180778 -0.039335596701731736 -0.042792457018351118 0.043027578140316249 0.045696785361598463 -0.047840024619164874 -0.053439393018138437 -0.052282089937063438 0.033164223174398634 -0.025688460051870528 0.02671648629974932 -0.0062338710747706343 -0.047131058073099294 -0.017697598466398939 -0.043732811320561442 -0.020871100335820958 0.039495526457799607 -0.03641639102960989 0.043699787287073605 -0.03739025806698721 0.038350997501499076 0.051231096611254127 0.045994729848689457 0.038907502889487335 leaf_weight=9.5512321211863327 17.976873431005519 6.7473720627604035 0.31460995518136581 2.4559864629991344 4.1815272060921442 1.481792179984043 0.44951181276701335 2.3918298489879808 2.4222766286693513 2.1044383775442821 4.0863500633276999 0.54624678206164423 0.42690442025195796 1.2631374810589506 1.7275728165404869 1.9855339516652746 1.8727140208939084 1.8250410275068123 2.669492625631392 1.9544725990854201 9.1543459981912729 3.2148155252216384 8.1676573351724056 2.0940664720255882 8.4489521873183531 0.60780753020662803 3.5366924537811428 4.1853100507287309 1.1508961888030169 1.5030189325334502 leaf_count=297 12945 3017 16 75 100 42 23 355 616 50 126 8 32 295 83 365 51 37 65 30 796 141 229 56 250 75 115 158 40 59 internal_value=-0.000903266 0.00938907 -0.0279197 0.0143461 0.00291454 -0.00855332 -0.0187581 0.0250082 0.00209091 0.00674578 0.0168487 -0.00042808 -0.033297 -0.0415391 -0.00292434 0.0174181 0.0352182 0.0232863 -0.0198081 0.0211117 -0.0356396 0.00617641 0.0287927 -0.00661141 0.0348297 0.034175 0.0279898 0.0438414 0.0190909 0.0157843 internal_weight=110.498 80.0154 30.4831 71.6902 34.5968 23.9732 17.8372 37.0934 9.51554 13.3014 10.9095 6.8232 8.32517 20.9676 2.99071 7.09326 23.792 14.2408 4.71876 6.136 10.6361 7.20102 10.6236 3.96678 10.274 5.10773 3.9862 4.49992 1.5778 2.04927 internal_count=20547 5994 14553 2905 1551 1247 1117 1354 1230 663 308 182 3089 13323 378 614 691 394 132 130 838 279 304 107 287 249 138 174 72 67 is_linear=0 shrinkage=0.05 Tree=81 num_leaves=31 num_cat=0 split_feature=139 378 283 249 57 122 368 160 379 29 18 139 92 168 199 29 156 49 80 242 176 113 264 275 49 31 309 196 185 134 split_gain=11.6635 5.16581 4.80133 4.39004 3.75695 3.4675 3.41242 3.40187 2.86441 2.72117 2.51643 2.49962 2.38024 2.36642 2.17204 2.03925 1.86243 1.7533 2.2426 1.66067 1.62968 2.07923 1.55711 1.51336 1.48134 1.40847 1.4008 1.37269 1.21386 1.1454 threshold=0.0065042001660913238 0.020306228660047058 -0.0030932943336665626 0.015100013464689256 0.091897778213024153 0.0074164979159832009 0.023599281907081607 0.016376377083361152 0.021946319378912452 0.017085352912545208 -0.0038637827383354302 0.024932767264544967 0.018558120355010036 0.026631373912096027 0.021476089954376224 0.023322514258325103 0.0073469169437885293 0.0034921566257253294 0.022210468538105491 0.019554848782718185 0.0045165643095970162 0.014968684874475004 0.024167597293853763 0.010512794367969038 0.0027795226778835063 -0.0065575374756008378 0.0037687504664063458 0.020878222770988945 0.017746135592460636 -0.0015897476696409283 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 4 9 20 -1 12 15 10 -2 -9 -8 17 14 29 19 27 18 -4 -5 -3 -22 25 -12 -16 -23 -20 -11 -13 -7 right_child=1 2 6 7 -6 13 11 8 -10 16 23 28 -14 -15 24 -17 -18 -19 26 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.045191154572922297 -0.026298747960977389 0.048943380696286717 0.043782382153331773 -0.036465367222978572 -0.043318705644581644 0.15682336776791916 -0.040384795959496539 0.029756413699285656 0.03894929608003201 0.046524786788187958 -0.0011269108930755689 0.047293795781787593 -0.047707823008926058 -0.051269384663552332 0.016230978130734149 0.050898851866032539 -0.043849720683898918 -0.021924235690754516 -0.054351165865912598 0.043941094096303791 0.043466801082005346 -0.0401244715001976 0.040834305422562556 -0.052037031223235143 -0.051029742894321994 0.03570263984790055 0.024961057442524234 -0.02015166844223391 -0.020995868568213186 0.036727213104473806 leaf_weight=15.945961048360916 1.6206221644533823 5.4083439129171884 5.2000775904161873 1.6123330581467628 2.1631954816402859 0.21778147318400476 13.34120044717565 1.641215719282626 2.0584710557013741 18.700951014063328 1.9838002114556719 1.3026408455334597 1.8923394419252861 2.0020533705246635 1.7790556288091468 4.3953171513276175 0.62590351118706067 2.5981026977533475 1.1559732049936431 1.0672015256714074 3.4397777786944044 2.8531548302853462 1.2507388715166596 5.5256296071456745 1.5163028403185306 0.77977739914786282 1.073918660636991 0.80514357390347768 1.3002653950825331 2.2466246808180577 leaf_count=11240 104 179 203 53 475 2 3174 42 55 580 31 27 607 1288 131 161 21 276 89 28 139 278 37 70 787 35 100 65 51 219 internal_value=-0.000887368 0.00787268 -0.00400193 0.0208515 0.0179266 -0.0318501 -0.0165108 0.00279239 -0.0143419 0.0360309 -0.02633 -0.0316402 0.00372543 -0.00444217 0.0118346 0.0299393 0.0410484 0.0134311 0.0257941 -0.00444119 0.0275747 0.01369 -0.00728308 -0.0385879 -0.0147179 -0.0238488 -0.0161543 0.0437726 0.0131801 0.0473402 internal_weight=107.504 83.7961 43.7595 40.0366 15.895 23.7078 27.8645 18.284 11.2091 21.7526 9.15065 15.9441 11.9204 7.76182 5.75976 7.07485 20.132 10.0281 7.42997 2.67953 13.7318 8.32345 4.88367 7.50943 3.29536 3.63293 2.22989 19.5061 2.60291 2.46441 internal_count=20547 6880 5670 1210 1143 13667 4527 440 198 770 143 3252 1275 2427 1139 242 666 668 392 81 668 489 350 101 918 313 189 645 78 221 is_linear=0 shrinkage=0.05 Tree=82 num_leaves=31 num_cat=0 split_feature=163 76 303 57 283 21 9 66 337 207 40 179 179 82 378 279 316 153 236 151 201 28 33 191 218 278 227 139 307 3 split_gain=11.0821 5.21825 3.54163 3.12657 3.19605 3.08926 2.9968 2.35459 2.2114 2.67508 2.11262 2.07001 2.00826 1.91317 1.86573 1.81663 1.80935 1.78861 1.763 1.71563 1.70141 1.66884 1.62963 1.5165 1.52492 1.49731 1.49339 1.35881 1.2938 1.28411 threshold=0.0024708876153454189 -0.0095975617878139002 0.013992056716233494 0.09255163744091989 -0.002179451053962111 0.0137463272549212 0.025433228351175789 0.0016629896708764138 -0.021697210147976872 0.0072369382251054057 0.003052988438867033 -0.0040140233468264333 -0.0025592779275029893 -0.00073192763375118364 0.019614186137914661 0.012918906752020122 0.015681155957281593 -0.003613984445109963 0.0086263394914567488 -0.0017145375604741273 0.012105911970138552 0.0072874247562140235 0.0096324477344751375 0.010947426315397026 0.025247662328183654 0.032391905784606941 0.01656284369528294 0.036006879061460502 -0.0014833882451057432 0.017853194847702984 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 4 8 17 10 11 -2 20 15 29 -1 -9 -7 -6 -14 -4 -11 -15 -10 -13 -17 24 25 -12 -23 -3 -19 -8 right_child=1 27 5 -5 6 14 7 13 9 18 23 21 16 19 -16 22 -18 28 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.047306238807125582 0.042683094908741982 -0.048856631182747537 -0.048472299373260266 -0.042137072135871867 0.039731109785749161 0.011083036145333463 0.022509849131013695 0.047957832657810097 -0.033728475992821721 -0.011194672180334937 -0.042930256675160122 0.052573748576297874 0.039063716801192194 0.042519780168596144 -0.042869792469297743 0.033159490845569142 -0.050264981152552395 -0.034257244370509012 0.04450648564315432 -0.037720367288106071 0.019077499270101418 -0.020544345688467774 -0.039333789896438126 0.044290138681967003 0.065447135943087639 0.046376961477787942 0.043606036672046239 0.043684068223565575 0.047024260142275329 -0.036585916309505299 leaf_weight=13.244605830986982 13.811389631009662 5.0043549748952492 0.79163218883331854 2.4277322661364442 1.7456316309981073 2.0653900121105817 1.3315939338644929 0.83446057420224029 3.4303266329225144 1.7952254556585083 1.6201400493737308 3.1787849591346511 1.3977649209555232 0.72500781598500808 7.1475855493918061 1.0352620969060806 0.95360287989024062 0.58033219538629088 6.8069561392767355 8.2076573076192254 2.7468802157090977 2.404810100095347 3.0864855326362886 8.7268340116133896 0.742284251959063 0.66073614335618902 1.456814788514748 0.43082438339479256 3.1306460023624814 2.9684465959435329 leaf_count=11916 415 2626 112 236 81 67 33 30 54 87 100 63 51 18 2394 32 456 24 203 406 81 45 156 254 14 17 30 12 119 415 internal_value=-0.000871065 0.00594938 0.00904086 0.0136085 0.0156189 -0.0141854 0.00625764 -0.00644971 0.0282984 0.0148559 0.0214825 0.00904831 -0.0397464 -0.0244442 -0.0307745 -0.00301984 0.00283625 0.0197582 0.032882 -0.0312078 -0.0102467 0.025743 -0.0211256 0.0337177 0.00319873 -0.0170593 0.00365667 -0.0415213 0.0343133 -0.0182857 internal_weight=104.49 88.8942 83.459 69.7435 67.3157 13.7156 38.7249 21.1076 28.5908 14.7794 17.6174 11.3405 15.596 9.76713 9.21298 5.86738 2.35137 4.50261 8.60218 8.93267 6.17721 7.04041 4.12175 11.75 3.02316 2.28088 3.86162 5.43518 3.71098 4.30004 internal_count=20547 8124 5486 2770 2534 2716 1694 1040 840 425 654 586 12423 454 2461 269 507 255 290 424 135 138 188 385 131 117 75 2638 143 448 is_linear=0 shrinkage=0.05 Tree=83 num_leaves=31 num_cat=0 split_feature=163 36 41 97 265 89 9 302 176 160 57 283 228 285 275 245 120 287 314 183 113 170 368 121 24 160 305 133 144 365 split_gain=10.4321 4.93946 2.85459 2.73846 2.70149 2.67139 2.67878 2.23184 2.23092 2.30081 2.13763 2.08617 1.93244 1.98238 1.91285 1.76037 1.72472 2.62351 1.63681 1.60635 1.78571 1.58525 1.43318 1.34822 1.34023 1.30374 1.69136 1.72429 1.29248 1.26537 threshold=0.0024708876153454189 0.022793600335717205 0.013514872640371324 -0.025299686938524243 -0.031285531818866723 0.01714989356696606 0.025839843787252906 0.023124432191252712 0.00074467711965553473 0.014514119364321234 0.089513804763555541 -0.0030218004249036308 0.01709697209298611 0.02742947451770306 0.0095345904119312781 0.020451797172427181 0.0051527526229619989 0.015151486266404392 -0.013796279672533272 0.0036008481401950125 0.014839432667940857 0.0050424251239746818 0.02145603392273188 -0.0065209865570068351 0.0087268720380961912 0.016623957082629207 0.012373904697597029 0.020317870192229751 0.01649401988834143 0.018710227683186535 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 4 -3 5 6 10 16 -7 -10 19 -8 -1 -14 22 29 17 -4 -16 20 -2 23 -11 -13 -23 -18 27 -27 -17 -5 right_child=1 3 7 15 -6 8 11 -9 9 14 -12 21 13 -15 18 28 25 -19 -20 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.047880840775890776 0.045564106123070075 -0.043328019489233101 -0.031952279012342287 -0.050936907847692829 -0.050457528162234561 0.04522588976372887 0.032193614417326738 -0.050626860246519072 0.026198433709836239 0.052965815468277569 -0.032946244205986901 -0.021857834423579452 -0.050341728600084325 0.035886887891137378 0.047109895352478816 0.048801098185290964 0.047240800244819504 0.048772406593497547 -0.03669892495795276 0.047161084920495006 -0.027932958470962534 0.021069907702370758 -0.012583179562332082 0.047406442427129082 -0.03801125492274525 0.030970618345338315 0.039666057917941033 -0.027323353179051376 -0.035631750414883485 0.027802784761764739 leaf_weight=12.242404270044061 1.5710084490710898 7.2174640719895233 2.6803130661137464 1.6759248481248508 2.2075245729065491 1.7937135032843823 3.550417505321092 0.95832776301540334 3.0562126260483664 1.2549208668060594 1.1917583870817896 1.225346935912967 1.1713576485053629 1.5465952422237021 0.6172704403288688 2.2052671056007971 9.1406460342695954 1.6117098256945608 10.368021886737546 9.809178897587115 1.7437494274345224 1.1808786420151589 2.4854997053043917 1.6467081182636301 5.1293051894172095 2.4275873790029419 6.0263539182487875 2.6569150395225734 0.57050912885460991 0.73357393289916206 leaf_count=11312 56 3983 61 421 936 48 130 19 102 27 138 16 826 285 19 69 286 47 498 254 69 37 87 38 376 59 156 50 108 34 internal_value=-0.000854093 0.00579671 0.0106706 -0.023414 0.00358976 0.00614876 0.0163305 0.0242292 -0.00791969 -0.0132806 0.0311701 -0.000354082 -0.0394137 -0.00127511 -0.0214742 0.00430453 0.027152 -0.00163912 -0.0319897 0.0369923 0.00690051 -0.012939 0.00940868 0.0178552 -0.0269549 0.0332539 0.0217472 0.000509008 0.0314475 -0.0269645 internal_weight=101.696 86.7361 74.3334 12.4027 48.8315 46.624 27.0484 25.5019 19.5756 17.7819 14.3157 12.7327 14.9604 2.71795 14.7257 5.18528 24.5435 4.29202 10.9853 13.1239 3.31476 9.18224 3.74042 2.87206 6.31018 20.2515 11.1109 5.0845 2.77578 2.4095 internal_count=20547 8124 3509 4615 2831 1895 1114 678 781 733 517 597 12423 1111 631 632 659 108 517 379 125 467 114 54 413 551 265 109 177 455 is_linear=0 shrinkage=0.05 Tree=84 num_leaves=31 num_cat=0 split_feature=36 18 222 160 97 17 337 154 92 346 236 238 290 9 300 305 197 48 25 3 156 21 369 178 223 48 201 228 357 287 split_gain=9.83568 5.73725 4.05114 3.16515 4.20264 3.85591 3.40613 2.28256 2.24805 2.24202 2.19584 2.05408 2.02688 1.92264 1.8611 1.83137 1.75794 1.72085 1.68821 1.46296 1.42425 1.39258 1.3471 1.16755 1.16684 1.13861 1.13548 1.05749 1.01221 0.981698 threshold=0.019673621281981472 0.019498827867209915 0.021741794422268871 0.014514119364321234 -0.042698398232460015 0.021506564691662792 -0.011679092887789009 -0.10553937777876853 0.0048422869294881829 0.017945152707397941 0.010409047827124597 0.0069601137656718501 0.019118867814540867 0.023226241581141952 0.00040258340595755732 0.015047808643430473 0.0063870516605675229 0.013786688446998598 0.011919846292585136 0.019063331186771396 -0.0057135012466460458 0.025451660156250003 0.0039143566973507413 -0.0032944771228358145 0.003854247741401196 0.010301352478563787 0.020998454652726654 0.013392134103924038 0.021902993321418766 0.0064342885743826636 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 7 5 10 18 -1 9 -9 -5 17 -11 -12 25 -3 -7 26 -6 -18 29 24 -8 -23 -20 -2 -4 -17 -19 -15 right_child=2 15 11 4 6 16 22 8 -10 12 13 -13 -14 20 -16 27 19 28 21 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034468594610924337 0.029652551802361277 -0.044815629417236956 0.040978555975207942 -0.046571324956830529 -0.0092778428157488223 0.045647866626988144 0.0093922538892843438 0.04664162970399699 0.046822827767838145 -0.045630629951850472 0.033931168696206708 -0.041478101338900127 0.035549732015723777 -0.036490337891665538 -0.04758900894133769 -0.05292344766097791 0.033443761227797235 -0.047405878128844267 -0.040924583896342015 -0.030298891857085394 -0.050218869994944772 -0.047282058557412431 -0.047937996668081885 0.028643411086458404 0.03910292585790312 -0.050919249710921391 -0.03648092143656044 0.044083042120645122 0.042587751147278405 0.033781873443591855 leaf_weight=1.2738661909243116 1.3594722041743872 6.1066943448386146 3.9573140002321434 6.8000560644431989 2.7854284741915825 3.3028275662800288 1.855394507292657 2.3233420812757712 12.295099714130627 2.1933076656423514 2.063391420757398 2.1363439988344908 1.1839382238686083 0.8204292515292767 15.087023267929906 0.38405831664567802 1.5149227484362202 1.3526340201497076 0.46811795019312441 2.218124910374172 2.4413309465744533 0.94927329849451814 2.2884095904882997 1.0851559967268247 16.874439831532072 0.64723695680731896 0.53736451372969884 1.0463576127076519 0.40631187835242588 1.2606754197040571 leaf_count=163 85 3261 172 954 39 78 30 58 478 40 94 611 32 112 12636 36 76 351 29 109 113 16 39 43 509 205 75 44 13 46 internal_value=-0.000836688 0.00844014 -0.0276055 0.0131598 0.0061283 -0.0108903 0.01934 0.0302111 0.0347896 0.00883613 -0.0266419 0.000849952 -0.0171718 -0.00606414 -0.041572 -0.0328872 0.0190772 0.0153099 0.0271197 -0.00443124 -0.0243123 0.0323519 -0.0222683 -0.00678373 0.0369428 0.0036652 0.0317178 0.0180374 -0.0266176 0.00607862 internal_weight=99.0183 73.5346 25.4837 65.9975 46.728 20.4218 26.3062 19.2696 17.9957 5.70059 13.3859 8.38997 3.37725 6.58583 17.0937 7.53711 7.03588 6.25362 22.1624 3.73305 4.52244 19.377 4.1438 2.03443 17.3426 2.00671 4.49468 1.43042 1.75895 2.0811 internal_count=20547 6399 14148 3058 2287 1582 705 771 608 130 1319 1222 72 365 12926 3341 263 611 636 185 271 597 69 59 538 290 247 80 364 158 is_linear=0 shrinkage=0.05 Tree=85 num_leaves=31 num_cat=0 split_feature=163 76 259 287 47 378 89 284 146 341 179 286 55 276 69 173 83 97 34 119 154 5 302 262 196 159 160 176 139 285 split_gain=9.31864 4.45263 3.10758 3.27439 3.11148 3.41518 3.89102 2.96832 2.19149 2.03404 1.9242 1.91758 1.89879 1.87153 2.03389 1.82452 1.70443 1.68198 1.64579 1.62348 1.54499 2.98155 1.91364 1.52325 1.42513 1.35108 1.34766 1.30222 1.27647 1.26624 threshold=0.0024708876153454189 -0.0095975617878139002 0.0018897976260632279 0.014418117236346008 0.0073836303781718024 0.020306228660047058 0.017914460040628914 0.0011414558393880727 -0.00029295682907104487 0.0083140484057366865 -0.0025592779275029893 0.056511163711547859 0.023464425466954712 0.0052328256424516448 0.010212041903287174 -0.016018908470869061 -0.0017494708299636839 -0.046373320743441575 0.00397786544635892 0.010475042741745712 -0.076266083866357789 0.016770351678133014 0.020993252284824852 0.0096089956350624579 0.0049035113770514735 0.0091686565428972262 0.019229420460760597 0.010962724685668947 0.036006879061460502 0.032377092167735107 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 8 6 13 12 9 -2 -1 -10 24 -6 -15 -5 -8 -12 27 -9 22 -22 -17 29 -7 -11 -23 -4 -3 -18 right_child=1 28 18 15 5 7 16 19 11 25 17 -13 -14 14 -16 20 23 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.046966920535636662 -0.054514274309415182 -0.048676475893193669 -0.0373542027677208 -0.0170476028189081 0.054585155065632218 0.031457081670751307 0.04095839101633298 0.031476898302803473 -0.018779583706950268 0.037588669776874098 -0.05063016943875015 0.056353093480161723 0.017354483654393928 0.031926889938390046 -0.041239866555980415 0.045070552179791334 -0.048740241411160498 0.039241449037831992 -0.047054867830446143 -0.020573718412969171 0.044658233255737298 0.013235898285294145 -0.02665750288151545 0.028977680416702567 -0.042215819236780826 -0.054460297185838405 -0.051693425431153461 0.037180952455247322 0.042853066307866276 0.0063111321158489976 leaf_weight=11.607688610267358 1.2469822932034729 4.4520109457080244 1.0038542435504489 2.1591782255563912 5.201452372013593 0.69820152421016501 1.2210282912710679 3.8382699098438016 0.99778028141008501 2.3650345570058566 0.85403218504507128 5.7049419945687987 1.8009520695777599 3.3051981285680085 1.3328363850014282 13.674342660582626 4.0178259526146567 1.3335208389908064 3.6561531191691756 2.4570812694728374 3.2628874043002698 1.4301555156707766 0.99771565699484277 1.1473999323789028 10.967588970263021 0.4794589802622794 1.8113564732484517 1.407838119077496 0.41655461059417564 1.4114778768271206 leaf_count=11916 102 2626 87 56 132 39 37 220 50 139 325 181 175 79 27 374 63 182 966 148 100 31 23 34 2262 32 22 71 12 36 internal_value=-0.000824489 0.00553834 0.00844852 0.0113628 0.00391876 -0.00290655 0.0130871 -0.0171805 0.0275668 -0.00126881 -0.0388603 0.0451687 -0.0304296 0.0339937 0.0109009 0.0267365 -0.0132938 0.0041551 -0.0259059 0.0111615 0.0312008 0.0109171 0.040193 -0.0233662 -0.0378065 0.0220732 -0.0230466 0.00615609 -0.0408452 -0.0344283 internal_weight=96.2608 82.4656 77.597 71.5291 48.1935 37.3993 17.6372 19.7621 10.7942 4.09148 13.7952 6.70272 13.4667 9.83949 4.63803 23.3356 7.79773 2.18755 6.06785 6.29535 21.1765 6.5044 14.6721 6.5767 11.6658 2.84449 3.24151 2.41169 4.86857 5.4293 internal_count=20547 8124 5486 4362 3756 3252 408 2844 504 273 12423 231 2476 238 106 606 170 507 1124 368 550 153 397 133 2301 171 53 158 2638 99 is_linear=0 shrinkage=0.05 Tree=86 num_leaves=31 num_cat=0 split_feature=139 303 143 122 119 287 341 168 302 324 202 199 297 36 141 36 103 229 265 301 346 355 308 49 164 204 72 368 84 361 split_gain=8.8195 4.08603 3.14571 2.9951 2.27262 2.47522 2.23442 2.00888 1.8511 2.04424 2.11593 1.77119 1.77094 1.73794 1.6393 1.57975 1.49813 1.45281 1.44441 1.41179 1.27323 1.26947 1.25785 1.2352 1.22804 1.35519 1.14769 1.14181 1.34392 1.11894 threshold=0.0065042001660913238 0.013992056716233494 0.040802830830216415 0.0074164979159832009 0.010126273147761823 0.015987451188266281 0.014788109343498947 0.026631373912096027 0.021248268894851211 0.024661326780915264 0.01211870973929763 0.021476089954376224 0.024156066589057449 0.014374305959790947 0.0018593511776998641 0.030014041811227802 0.025176963768899444 0.012253680732101204 -0.064846344292163835 0.01126723922789097 0.030254288576543335 0.0011648930376395585 0.034272598102688796 0.0027795226778835063 0.0017986049642786386 0.022778262384235862 0.0012162780622020366 0.031752925366163261 0.041115105152130134 0.003037772024981678 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 8 6 12 11 9 10 15 -5 -6 24 -11 21 -15 -12 29 -8 27 26 -23 -13 25 -3 -2 -4 -29 -7 right_child=1 13 20 7 5 18 19 -9 -10 14 17 23 -14 16 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.044329210465521067 0.043343469348653546 0.039466032927419036 0.04293679555244672 0.045139823318405242 -0.031384058708247391 -0.038902977560272091 -0.046413063511702296 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2.1926761682261713 0.60830304789124046 1.5108423729543572 0.67900481360266052 0.87471200060099363 1.0096136735519392 leaf_count=11240 30 96 374 221 1137 16 55 1288 107 51 136 131 92 2797 592 321 37 15 101 112 28 144 54 787 119 55 301 29 52 29 internal_value=-0.000810563 0.00717315 0.0121213 -0.0303455 0.00626174 -0.00611517 -0.0156995 -0.00343473 0.0156024 0.0183086 0.00396013 0.0119875 -0.0254291 -0.0208724 0.0315893 0.0183009 -0.0392432 -0.0246533 0.0244304 0.0199859 0.0335713 0.0260955 0.0396719 -0.0139684 0.00055152 0.0218807 -0.00472244 0.037326 -0.00282307 -0.00602385 internal_weight=93.5069 73.6093 62.5699 19.8977 49.1448 21.137 16.0888 6.80394 28.0078 26.8191 12.8913 5.14582 12.642 11.0394 13.9277 8.58742 5.94318 4.30393 5.04821 3.44681 13.4251 7.58536 5.26565 2.88617 5.09623 2.90355 2.31971 12.6716 1.55372 2.19813 internal_count=20547 6880 3776 13667 3293 1542 1396 2427 1751 1644 1001 1139 1229 3104 643 850 2834 151 146 167 483 529 198 918 270 151 331 455 81 45 is_linear=0 shrinkage=0.05 Tree=87 num_leaves=31 num_cat=0 split_feature=36 18 222 160 97 17 337 154 92 290 236 346 238 9 300 159 25 249 268 48 283 180 358 156 369 249 60 368 335 204 split_gain=8.38527 4.90313 3.61888 2.8156 3.64059 3.46713 3.01419 1.99868 1.98319 2.03232 1.933 1.9133 1.79096 1.69139 1.68187 1.62121 1.54482 1.52416 1.51352 1.49352 1.42915 1.34317 1.33206 1.27523 1.22095 1.21441 1.0681 1.06395 1.03885 0.93219 threshold=0.019673621281981472 0.019498827867209915 0.021741794422268871 0.014514119364321234 -0.042698398232460015 0.021506564691662792 -0.011679092887789009 -0.10553937777876853 0.0048422869294881829 0.021284251473844055 0.010409047827124597 0.017945152707397941 0.0069601137656718501 0.023226241581141952 0.00040258340595755732 0.019238011911511425 0.015716170892119411 0.015504804439842703 0.025202422402799133 0.013786688446998598 0.0050481681246310481 0.072800073772668852 0.016038477420806888 -0.0057135012466460458 0.0039143566973507413 0.013782703317701818 0.010688277892768385 0.030186156742274765 0.022248581983149055 0.010212725028395655 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 7 5 10 16 -1 9 11 -5 -9 19 -12 28 -3 22 27 -19 26 -18 -22 25 -15 -8 -6 -4 -7 -2 -16 right_child=2 15 12 4 6 17 24 8 -10 -11 13 -13 -14 23 29 -17 20 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033622109651654991 0.036539538926753642 -0.04258463315624976 -0.053414914043778898 -0.045714260493464366 0.014955011056244095 0.049324371924011602 0.0089681923492771817 0.040446325333721764 0.045484847922894873 0.052176319492894266 0.032534263922026858 -0.038622412298580711 -0.040601946274833212 0.0057557556763063481 0.019413215127689256 0.025205212202461802 0.03946665428989754 -0.033975390181139223 0.047974986878027648 -0.026480019519286337 0.044609911999921599 -0.040676918460836715 0.02765510485648176 -0.049374621949370791 -0.047162277405512272 -0.056215912697816652 0.037646530558842962 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-0.0101718 0.01464 0.0337942 -0.00656138 0.00152279 -0.0240206 -0.0217779 -0.0246764 0.0301367 0.0385 0.00322918 -0.0472667 internal_weight=91.1776 68.116 23.0616 61.3061 43.479 19.0961 24.3829 17.827 16.6461 5.29755 12.4547 3.52877 7.81677 6.14745 15.2448 6.8099 20.472 6.64142 2.73375 5.85947 15.6079 1.9235 4.86403 4.2229 3.91094 2.42891 4.25566 3.90767 1.88112 13.3637 internal_count=20547 6399 14148 3058 2287 1582 705 771 608 130 1319 73 1222 365 12926 3341 636 263 118 611 536 60 100 271 69 44 247 145 290 12636 is_linear=0 shrinkage=0.05 Tree=88 num_leaves=31 num_cat=0 split_feature=163 197 3 5 154 60 222 259 327 269 3 378 107 364 249 194 34 259 121 277 146 164 90 224 149 6 82 336 72 334 split_gain=7.91783 3.90636 3.78748 3.12547 3.41637 3.36442 2.53119 2.30373 2.25537 2.15485 2.02773 1.8399 2.31854 1.77889 1.73406 1.62744 1.55777 1.63254 1.50386 1.503 1.55388 1.42328 1.65328 1.36406 1.30754 1.18447 1.13068 2.13404 1.00017 0.992571 threshold=0.0024708876153454189 0.0063870516605675229 0.018733521923422817 0.012459731195122005 -0.082144115120172487 0.021199238486588005 0.022211126983165744 0.0003727791336132214 0.02467133849859238 0.015547599643468859 0.029968175105750564 0.017686239443719391 -0.037764476612210267 0.00076929194619879137 0.010803959332406523 0.042659392580389983 -0.0019702241988852616 -0.010255230590701101 0.0053599537350237378 0.0072537790983915338 0.0073255777824670085 0.0038396343588829045 0.019923266954720024 -0.011624804232269524 0.034048810601234443 0.036630207672715194 0.0076301696244627246 -0.036593480035662644 -0.0017526394221931694 0.023934982717037204 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 3 9 24 13 14 8 10 16 15 18 12 -1 28 -6 -3 17 25 21 -11 -21 -8 -23 -18 -2 -4 27 -16 -5 -10 right_child=1 2 6 4 5 -7 7 -9 29 19 -12 -13 -14 -15 26 -17 23 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.052533771709791212 0.047545840070601184 -0.028799810944785745 0.028109088278366841 0.055946423847660978 0.023565985519358675 0.040133006762505412 0.048313951022831092 -0.050785685720835388 -0.013212531816166878 0.045706126509144525 -0.033317216915878869 -0.047108509081657153 -0.050199240603608843 0.042969022113414301 -0.037136091311464156 0.036839653546379227 0.062720548421875938 0.036278035118579917 -0.036437653307338454 -0.043264237503008618 0.030174041205960501 -0.045952816757311277 0.048605192557352128 -0.041026446513332031 -0.022084656360964731 -0.041140264342665989 -0.045109633015084472 0.050090902207694549 -0.046390906170052093 0.072247769396723158 leaf_weight=1.1473030598717744 9.0123352378723212 1.0561086517991487 0.80420807772316072 0.31728152185678482 1.767190740618388 2.8433738173916927 4.8174161823699233 1.5735460082651105 0.58496098656905704 0.93990956502966483 1.7839041044935582 10.072275367274413 1.0535121452412557 7.0513239502324723 2.0314775638980795 8.9207099229679425 0.32476234796923087 1.5792539947433439 0.85592306562466536 2.872286388301291 0.96139007620513428 1.0206023674109017 0.84498846560018126 12.966465963283552 0.72872452973388213 2.6596069819061086 5.2440491503803059 1.0708052188856507 0.96462597791105664 0.81054713524645194 leaf_count=49 325 27 45 4 57 101 177 368 28 43 197 11236 1138 225 52 364 7 111 145 299 26 71 29 5093 19 85 113 39 55 19 internal_value=-0.000781362 0.00520643 -0.0041427 0.0188776 0.00814403 -0.00791871 -0.0141677 0.00517452 -0.02485 0.0166722 0.0146197 -0.0380591 0.00335632 0.0331191 -0.0214282 0.0298913 -0.029514 -0.00585341 0.0259628 -0.0109558 -0.0248478 0.0339547 -0.00312433 -0.0384915 0.0423368 -0.0250624 -0.030955 -0.00702822 -0.0210617 0.036425 internal_weight=88.6809 76.4078 45.3766 31.0312 21.2901 12.9569 30.6262 10.8964 19.7298 14.7504 9.32283 12.2731 2.20082 8.33323 10.1135 9.97682 18.3343 5.04307 7.53893 4.77359 3.83368 6.68301 1.86559 13.2912 9.74106 3.46382 8.34633 3.10228 1.28191 1.39551 internal_count=20547 8124 7134 990 646 362 6375 987 5388 759 619 12423 1187 284 261 391 5341 241 422 368 325 277 100 5100 344 130 204 91 59 47 is_linear=0 shrinkage=0.05 Tree=89 num_leaves=31 num_cat=0 split_feature=36 18 222 296 283 360 178 38 66 305 333 90 238 300 305 180 19 176 337 279 48 239 239 285 179 48 350 29 336 201 split_gain=7.54899 4.3351 3.33324 2.59962 2.47046 2.79832 2.09352 1.93065 1.67139 1.76016 1.64027 1.6781 1.60892 1.54754 1.53857 1.51516 1.50639 1.40902 1.528 1.32351 1.31033 1.25601 1.25385 1.25334 1.22891 1.11909 1.0354 1.03197 1.03128 0.98206 threshold=0.019673621281981472 0.019498827867209915 0.021741794422268871 0.013753273990005256 -0.0007491431024391203 0.026143773458898071 0.0017624745378270747 0.0065244238357990989 -0.00018114417616743592 0.018867131322622303 0.0055838609114289292 0.023676208220422271 0.0069601137656718501 0.00040258340595755732 0.015047808643430473 0.06878096237778665 0.0052000747527927169 0.016406698152422908 -0.027470942586660382 0.0034138141199946408 0.013786688446998598 0.023104910738766197 0.023009245283901695 0.026925717480480674 -0.0040140233468264333 0.0049012787640094766 0.0083093182183802145 0.024981820955872539 -0.041032796725630753 0.020998454652726654 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 6 5 10 7 23 24 15 11 -5 20 -2 -3 21 -8 18 -9 -17 29 -10 25 28 -6 -7 -26 -13 -1 -4 right_child=2 14 12 4 8 22 16 17 9 -11 -12 27 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.034842932759601354 0.0027368634949619997 -0.043563066633397707 0.037750922420217187 -0.039348804062789476 -0.024465746238484371 0.048169502421716894 -0.013811784284009414 0.043518853407516704 -0.039383269001295448 0.037024313641569509 0.02937479724069892 -0.046958159908729501 -0.039941467739722555 -0.047095516871988569 0.018034639952071951 0.038503269171537235 0.043917428700374843 0.032075218988251268 -0.036381619862413069 -0.044203706568752638 -0.025512839585752629 0.042716430013095122 0.054017703837098065 0.04097194240583147 0.044070137707891449 -0.023652506316524591 -0.010085703902591881 0.042720510366363811 0.027291552319405554 -0.037012781341797842 leaf_weight=1.2296862500952559 1.784670492052103 5.1151456062216303 3.5940755447372785 3.5143229513196292 1.7036554564838295 0.98224685818422619 1.2536097742267873 0.70503121113870237 0.76812048564897306 1.1232180368388078 2.5529936214443296 0.42486456420738239 1.8471592187997883 12.264571632898877 1.2643078318214973 0.51762115221936245 11.461907756573053 1.4547092685243113 3.9549673306755726 7.3827874704729766 1.5381975350319406 1.1838252503657711 4.8855091100558639 5.1730836965143681 2.68192460329738 1.2110785130062138 1.315494767623022 1.3096864596591329 1.4615134827326999 0.50038718129508186 leaf_count=84 290 3261 172 448 102 27 80 27 87 29 85 11 611 12636 80 24 471 45 87 821 364 42 166 143 72 54 30 64 59 75 internal_value=-0.000767081 0.00777476 -0.0264101 0.0120601 0.00234537 0.0171553 0.0235445 0.01019 -0.0108696 -0.0222779 -0.00349802 -0.019487 0.000553076 -0.0407653 -0.0313554 -0.0290386 0.038226 -0.0108829 -0.0242931 -0.0387849 0.0138327 0.0104089 0.0399181 0.0265749 0.0110933 0.00851187 0.0262482 0.0207544 -0.00109947 0.028614 internal_weight=86.1604 64.6313 21.5291 58.2519 31.5573 14.8807 26.6945 13.979 16.6766 10.9756 7.80187 5.24887 7.47982 14.0492 6.37945 9.85235 12.7155 6.11471 4.66 7.90041 5.63266 1.95195 7.07883 7.86428 5.70107 2.19333 3.99742 1.73455 2.6912 4.09446 internal_count=20547 6399 14148 3058 2062 855 996 445 1207 1003 608 523 1222 12926 3341 974 551 159 114 845 611 129 247 286 204 81 102 75 143 247 is_linear=0 shrinkage=0.05 Tree=90 num_leaves=31 num_cat=0 split_feature=33 247 200 178 70 106 276 87 167 57 138 128 308 57 62 307 324 197 49 45 164 86 144 369 114 331 346 287 357 14 split_gain=7.1521 4.17031 2.7613 2.51964 2.19304 2.13813 2.43007 2.37939 2.15712 1.95423 1.79075 1.74448 1.67599 1.67427 1.66877 1.60327 1.58452 1.37496 1.34771 1.31615 1.2906 1.20877 1.18771 1.17992 1.1669 1.14115 1.06777 1.0316 0.985293 0.968356 threshold=0.027284762822091583 0.074891038239002242 0.02808350790292025 0.003234340227209032 0.0025142405647784476 0.0028379058931022887 0.0028544703964143996 0.015718969516456131 0.00035126019793096935 0.070256240665912642 0.048653280362486846 0.017451894469559196 0.034272598102688796 0.091283824294805541 0.025838888250291351 0.011074626352638008 0.02847565803676844 0.011410305276513101 -0.0093886516988277418 0.012552230618894102 -0.0049316592048853627 0.006167004583403469 0.013266195543110372 0.0055571128614246854 0.0048886635340750226 0.019854109734296802 0.021298557519912723 0.005819824757054449 0.0083002415485680121 0.004224869655445219 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 18 5 -5 6 11 10 28 -10 17 -1 13 -6 24 -14 -3 21 -2 29 -11 -7 -22 -24 26 -19 -8 -23 -9 -4 right_child=2 16 19 4 12 7 14 8 9 20 -12 -13 15 -15 -16 -17 -18 25 -20 -21 22 27 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.051808049753653253 0.018559544219643578 -0.044575283653582751 0.047451036319548189 -0.026913954040313239 0.038491531429181922 -0.036542029958408322 0.041789251327473277 -0.038095242916290808 0.043882472918445749 0.01110225238205189 -0.036646148609866848 -0.025548958598620022 -0.040806263875617546 -0.025892475640803787 0.050300666894498983 0.033593280906131638 0.018256380070762752 -0.019794512806715184 -0.046981950710168668 -0.050501129651092894 -0.046026091204225572 -0.013938318387536591 0.049138754654208125 -0.041732774918575265 -0.038689563790417804 0.03528934754282656 -0.030099843648711478 0.045307585448431692 0.038922350332691265 -0.050215451087437794 leaf_weight=5.4926150498213229 0.84292722877580573 5.1731685279519288 1.7410496653756125 1.9610103469458433 16.066697697446223 0.60130281094461846 1.2173855897854085 0.52169628569390569 0.89735575835220416 1.4677582394215267 1.7611779396538612 0.84029018221190188 1.5733553870231838 1.0774538596160699 1.1736213602125642 1.3415325930691322 1.2448755122022701 3.2577823525061831 11.284565019421278 0.61002507410012174 8.6796137882629392 0.84510934597346921 0.70609435893129446 0.72299420379567891 2.609108472475782 1.321678959066048 0.897198752965778 5.6260223366552964 2.0355135507998057 0.29710485570831213 leaf_count=173 82 3177 98 146 651 12 36 20 34 79 438 26 142 162 37 44 155 557 12716 278 569 100 26 172 60 51 39 173 82 212 internal_value=-0.000751145 0.0059993 -0.032326 0.00992903 0.0235521 0.00255384 0.0200364 -0.00496322 -0.018624 -0.0272003 0.0103454 0.0415438 0.0284858 0.0344452 -0.00305957 -0.00656501 -0.0323881 0.0174482 -0.0424265 0.0139297 -0.0327103 0.0312692 -0.0390717 0.00316568 -0.0163171 -0.00389675 0.0112874 0.0375703 0.02321 0.033214 internal_weight=83.8881 69.1124 14.7757 62.6944 22.02 40.6743 12.2302 28.4441 15.031 12.4738 13.4131 6.33291 20.059 17.1442 5.89731 2.91489 6.41804 11.6519 12.1275 2.64818 11.5765 7.07243 10.1087 1.42909 4.72369 4.57946 2.11458 6.47113 2.55721 2.03815 internal_count=20547 7161 13386 3829 1145 2684 371 2313 982 880 1331 199 999 813 172 186 3332 893 12798 588 846 285 767 198 135 608 75 273 102 310 is_linear=0 shrinkage=0.05 Tree=91 num_leaves=31 num_cat=0 split_feature=139 303 143 179 119 287 341 146 202 346 355 260 310 178 197 214 49 45 313 116 224 36 265 40 290 15 296 40 84 290 split_gain=6.80376 3.36155 2.63009 2.61473 1.86707 2.05453 1.86247 1.63064 1.58567 2.37358 2.09088 1.69864 1.42791 1.60274 1.42386 1.38174 1.32921 1.3082 1.30376 1.23473 1.22983 1.21801 1.21022 1.18906 1.16393 1.13087 1.07737 1.26696 1.01935 0.915429 threshold=0.0065042001660913238 0.013992056716233494 0.040802830830216415 -0.0046384155284613362 0.010126273147761823 0.015987451188266281 0.016103103756904606 0.006430127192288638 0.01211870973929763 0.015002786647528412 0.0011648930376395585 0.0071542714722454557 0.021785954944789413 -0.00029429209826048458 0.0053074806928634652 0.0090014729648828524 -0.00064413491054438044 0.012020546011626722 0.027975328266620639 0.0077147376723587522 -0.0073258229531347743 0.012777715921401979 -0.064846344292163835 0.014299957081675531 0.026705737225711349 0.032486265525221832 0.015170261263847353 -0.0012148022651672361 0.042355941608548171 0.019517980515956882 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 20 8 6 18 16 10 -10 11 24 -11 15 -3 -14 19 -9 23 -5 -1 28 -7 29 -2 -12 -4 -28 -16 -6 right_child=1 14 26 7 5 22 -8 17 9 12 25 -13 13 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.022371592452275588 0.04181001791652604 0.023002921712304475 0.042246619532774615 0.040569119646236426 -0.043088936549674633 -0.0059377012197291117 0.028523826047589053 0.046438341298782986 0.043096561472745321 -0.039567023637698026 0.042569758646265582 -0.033248796423842063 0.028946873726259738 0.035789513461539482 0.029100166958553393 -0.048699267120815959 -0.049440121332899711 -0.052081059783334854 0.03985761699906868 -0.047409734565185602 -0.048615062143415017 -0.044707515941633469 0.047081929896276964 0.02360258004929074 -0.037136677816078621 -0.045309284312451709 -0.037808603135765964 0.028634851709610221 -0.02884067681769787 -0.012043361083702568 leaf_weight=0.65016040077898907 2.2140153193031469 1.5610656539793115 8.2382194914971461 1.1205369309172968 6.752286689472383 1.9204724694136528 2.0653039863682343 1.9477195952204058 2.4090367179014702 3.1691269251750782 9.1572292124037595 2.2370887942379341 0.8605483227875087 2.1416169056901708 1.2980270241387173 1.7144921999424694 2.164469546522013 0.40744215907761816 0.77735508728073988 0.61916354455752287 9.9124778250115906 4.9121277038357221 2.4485265907132989 1.0521379317506223 0.59163221763446916 0.38132949505234215 1.0199964832863773 2.4189466107636681 1.828250693506561 3.6623326577246189 leaf_count=84 101 92 317 50 1106 45 118 128 122 137 469 690 27 85 46 45 1315 55 34 153 11882 2844 101 34 9 66 52 114 122 104 internal_value=-0.000736589 0.0066154 0.0113619 -0.0290708 0.00571239 -0.00623449 -0.0153975 -0.0034633 0.0146828 -0.000340814 0.0252899 -0.000750336 -0.0136105 0.00382964 -0.0206944 -0.0227508 -0.0232845 0.0293945 -0.022806 0.00925724 -0.0442456 -0.0291804 0.0237762 -0.0270541 0.0251624 0.0390566 0.0324341 0.00892761 -0.0047837 -0.0321717 internal_weight=81.6531 64.8312 55.2317 16.822 43.5545 18.6784 14.3094 6.25933 24.8761 10.2948 14.5813 5.04274 7.88578 4.71666 9.59947 2.57504 3.90417 2.35516 12.2441 1.7397 10.5626 8.03841 4.369 11.4668 2.80565 9.53856 11.6772 3.43894 3.12628 10.4146 internal_count=20547 6880 3776 13667 3293 1542 1396 1701 1751 416 1335 800 294 157 3104 72 1518 183 1278 203 11966 3012 146 1244 110 535 483 166 168 1210 is_linear=0 shrinkage=0.05 Tree=92 num_leaves=31 num_cat=0 split_feature=33 247 378 279 249 61 160 379 14 363 324 370 273 18 29 172 269 236 315 94 178 183 290 57 45 256 303 275 133 295 split_gain=6.45961 4.47414 2.40456 3.02747 2.52221 2.30361 2.10215 2.06314 2.05745 1.98985 1.74564 1.71342 1.70848 1.69119 1.65682 1.64474 1.41433 1.4216 1.34208 1.29799 1.27363 1.24838 1.17752 1.4511 1.72321 1.06656 1.03184 0.97585 0.972026 0.958145 threshold=0.03135188855230809 0.074891038239002242 0.020306228660047058 0.012172878719866278 0.015100013464689256 0.0017855783225968482 0.016376377083361152 0.021946319378912452 -0.0011130186612717805 0.0051295785233378419 0.029998645186424259 0.021448874846100811 0.0043938357848674068 -0.0038637827383354302 0.023322514258325103 0.025905725546181205 0.028631092049181465 0.0067424301523715266 0.0027910320786759262 -0.0014196134870871899 -0.0057588629424571982 0.0087555851787328737 0.017436593770980838 0.091897778213024153 0.011645291931927206 0.016612012870609764 0.0095977792516350764 0.010512794367969038 0.021694620139896873 -0.00036342992098070676 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 -1 14 13 20 -10 -3 -4 29 -8 21 -2 17 19 -17 -7 -5 -6 23 24 -13 -22 -26 -15 -14 -11 right_child=15 10 3 8 6 16 7 -9 9 12 -12 22 28 27 -16 18 -18 -19 -20 -21 25 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.021565965186053308 -0.0501321000469424 -0.043905806954905681 -0.032555626564801043 -0.04655091670234851 -0.038768373491728292 -0.058254545161267171 0.02900330203374318 0.039599736340821597 0.022263247303069635 0.023963315637162183 0.023606730821109104 0.047078452785652751 0.038116217142835911 -0.00020288141307835602 0.050168333456931918 0.037048489214588136 -0.049478908116251885 0.050049127034469287 -0.050308504145011645 0.026343768633949674 -0.031746575240262552 0.039623554816905937 0.049931004424467677 -0.04426366735771084 0.018042690180193496 0.039853107762149995 -0.042484049105352334 -0.047386512956845719 -0.030571499048379719 -0.039569295393494644 leaf_weight=1.7949683563201748 7.5136118225054798 5.9800203181221141 1.4258837069501158 0.66673653095494945 1.2467858087038615 0.53476444142870638 1.2429957846179602 1.5662022056058047 2.2737610818003331 0.6281117741018506 1.139998047146946 3.4289427381590922 1.3627710739383467 1.4727744643460008 3.2344109853729606 1.1149922269396482 0.44408925808966238 10.878395243256817 0.72590558975934971 2.9802184636937428 0.62012331455480252 0.8569047832279465 3.4350116471759975 0.92004269035533059 1.8631097365869211 3.2252616736805066 1.1319383422960525 4.2814524970017374 0.82801100693177421 10.751209136738908 leaf_count=121 9787 4374 640 25 64 6 42 54 94 49 109 180 88 29 146 119 8 459 402 169 30 25 135 192 75 155 107 64 111 2688 internal_value=-0.000723969 0.00447594 0.00871582 -0.000736401 0.0187955 0.0319333 0.00307686 -0.0122743 -0.0125419 -0.0210248 -0.0330963 0.0189533 -0.028278 -0.0238853 0.0277033 -0.0397545 0.0384054 0.041117 0.00260175 0.0134731 0.0172453 -0.00683667 0.0257671 0.0144649 0.022876 0.0283066 -0.00483258 -0.03531 0.0121555 -0.0360624 internal_weight=79.5694 70.2149 63.0949 32.5609 30.534 16.6324 13.9015 8.56342 20.356 15.8439 7.12002 12.2049 13.5701 6.99722 5.3381 9.35451 14.8375 14.3934 1.8409 3.51498 4.51212 2.10369 10.779 7.34403 6.42399 3.84538 2.99505 5.75423 2.19078 11.3793 internal_count=20547 10239 5756 4569 1187 763 424 189 3240 3030 4483 1329 2936 135 235 10308 642 634 521 175 210 89 689 554 362 185 182 93 199 2737 is_linear=0 shrinkage=0.05 Tree=93 num_leaves=31 num_cat=0 split_feature=36 76 97 372 337 341 143 288 94 381 34 145 3 161 77 317 187 245 26 319 320 271 119 128 365 40 139 144 72 37 split_gain=6.15121 4.75227 2.77512 2.34786 2.73417 2.5139 2.12001 2.02593 1.71067 1.65265 1.6354 1.52981 1.54635 1.50492 1.69193 1.4963 1.39733 1.20119 1.16848 1.28313 1.16422 1.16079 1.15463 1.11847 1.03051 1.00085 0.940508 0.92865 0.828898 0.795417 threshold=0.022793600335717205 -0.0095975617878139002 -0.025299686938524243 0.081364322453737273 -0.011425693985074757 0.011665354482829573 0.035468464717268951 0.013923957478255035 0.008552103769034149 -0.0057366963010281316 -0.0035509280860424037 -0.012012088205665348 0.025080888532102111 0.010218554176390173 0.011056621093302967 0.011470040772110226 0.014600127935409548 0.020451797172427181 0.0054501339327543983 0.018498823046684269 0.0073578509036451587 0.0089946743100881594 0.011168581433594229 0.0037100068293511872 0.018710227683186535 0.0027668174589052801 0.036006879061460502 0.01649401988834143 0.0052611399441957482 -0.012769157532602547 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 10 22 23 20 12 -11 14 18 28 -6 24 -8 -20 21 -1 -5 -10 -4 -24 -3 -19 -7 -21 right_child=2 26 17 4 16 15 13 -9 9 11 -12 -13 -14 -15 -16 -17 -18 27 19 29 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034484071548023305 -0.045852868994691542 -0.048617678966713276 -0.050794103906453364 0.035246759629671678 -0.030680524036679875 0.029056513948981868 -0.044017976494923762 0.028557856938200774 -0.03130633807802323 0.027234170704983164 -0.043349037122206405 -0.049312568267036408 -0.038440915890448998 0.046467899881580406 0.051582667509813621 0.03799808401318646 0.032953458505872987 0.04430580278976734 0.045912488310704526 -0.048245737601279169 -0.035074788267451425 0.035220604423398812 -0.055737284950796974 0.046920012930377633 0.027179479138406862 0.015860431422515961 0.051159818339713795 -0.036478947722329895 -0.047219191371022297 0.012996566829848592 leaf_weight=0.83428278029896352 9.5808026933227648 4.3361532818526021 1.3164088684716251 6.6501237307675201 4.1249795362818977 0.5581837014760811 1.1449597689788813 2.0234870996209784 0.60193372331559514 2.2131603872985566 6.0053687088657188 2.607547295396218 1.506319065694697 10.004392840899525 2.3732914263382554 4.184223008051049 1.0908411437412722 1.7776247403817254 1.7092989076627421 0.891882345080376 1.8676323682302607 2.1023882553563453 0.69898937823018092 1.8969242518651297 0.62487800966482598 1.6178021362866273 0.2497816951945423 0.4447427347768097 0.98420369549421594 1.3073780816048381 leaf_count=22 10648 4514 446 319 102 42 22 140 24 80 1633 529 170 485 75 168 199 69 58 11 121 84 145 91 35 69 5 115 91 35 internal_value=-0.000710542 0.00584579 -0.0310419 0.00965672 0.0164139 -0.00506641 0.0214167 -0.0173589 0.00927557 -0.00635134 -0.0259541 -0.0199486 0.000636999 0.0338098 0.0167585 0.0224807 -0.0173721 0.00303901 0.000403928 0.0134167 -0.00421058 0.0154181 0.0246567 0.0280766 -0.0256953 -0.00574101 -0.0431831 0.0281391 -0.0196153 -0.0118395 internal_weight=77.33 63.5855 13.7445 58.9996 40.4398 18.5598 35.224 12.8332 17.7928 8.82588 10.8097 6.32703 3.71948 17.4312 7.42681 5.72661 5.21582 4.16365 5.05352 3.90856 4.8043 2.93667 8.96692 2.49886 1.94129 2.31679 4.58593 2.22237 1.54239 2.19926 internal_count=20547 9234 11313 4715 2414 2301 2113 2000 1427 894 1860 779 250 686 201 301 301 665 126 104 227 106 533 115 481 214 4519 184 133 46 is_linear=0 shrinkage=0.05 Tree=94 num_leaves=31 num_cat=0 split_feature=33 247 178 260 346 60 133 259 197 74 324 172 363 302 239 307 315 61 359 282 131 291 273 322 119 139 204 144 20 305 split_gain=5.83097 3.98979 2.17519 2.11794 1.93769 2.22013 2.23116 1.92901 1.75199 1.82568 1.61013 1.5519 1.52189 1.48821 1.98175 1.43012 1.22597 1.11421 1.10957 1.09633 1.05577 1.21484 1.09107 0.991368 0.954368 0.951022 0.915141 0.888231 0.859564 0.817931 threshold=0.03135188855230809 0.074891038239002242 0.003234340227209032 0.0095746144652366656 0.017070299945771698 0.021631080657243732 0.024032403714954857 0.0012975974241271617 0.0071776232216507205 0.0080390856601297873 0.029998645186424259 0.025905725546181205 0.0092565990053117293 0.015122737735509874 0.023349191993474964 0.0049787024036049852 0.0027910320786759262 0.033634392544627197 0.048028552904725082 0.010355259757488968 0.0092328148894011992 -0.0070130873937159768 -0.013217033352702854 0.0056358228903263816 0.01795076206326485 0.0077240848913788804 0.014932369813323023 0.011406456120312216 0.0135396053083241 0.0069432973396033057 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 13 18 20 17 -10 -3 -2 -5 14 27 -16 -13 -1 29 -8 21 -4 -23 -11 -25 -24 -14 -6 -29 -7 right_child=11 10 3 12 5 6 19 -9 9 23 -12 16 26 -15 15 -17 -18 -19 -20 -21 -22 22 25 24 -26 -27 -28 28 -30 -31 leaf_value=0.042513476998988192 -0.050124494547896963 -0.043294361101660635 -0.046633546527697502 0.037738101983565565 -0.037663181096465603 -0.035969698840304716 0.030055215258381864 -0.033882226381241727 -0.04290744224889867 -0.042883794772969358 0.022891305929974889 0.035704329806354115 0.01778385571105754 -0.031693847346649553 -0.019504191507890827 0.037610693456970476 -0.050293382903967024 -0.027126030770093408 -0.050658534663980251 -0.052133250883082162 0.046940097823539147 -0.049734633618725592 -0.032993506725595798 0.036972526669827845 -0.032969162552070462 0.036965158235817752 -0.043411814522539102 -0.034460642976027307 0.046563649751801162 0.042947608607594508 leaf_weight=5.8131125464569759 6.8641957768122648 5.5696823834441593 0.6124727382557501 1.2308205612935115 3.7252225559786947 0.35141063865739752 0.56251717259874601 1.1254630403709587 1.868180514546111 0.60784168372629199 1.1004709521657785 1.0770489224814808 0.82220929337199811 8.2481489981873874 1.6171664699795654 3.4009621724835597 0.67362071352545161 0.6373493494465946 0.37998036295175541 1.4559213966131208 7.7930793436826207 0.43891372694634156 0.52625028195325185 3.1158421855652709 0.57825047831283871 6.3183024154277518 2.3773748686653562 0.595982900355011 0.72615973028587177 4.9991796787944622 leaf_count=204 9787 4374 162 83 302 60 45 201 149 104 109 119 72 1491 101 135 402 18 59 420 422 14 131 141 39 241 622 225 35 280 internal_value=-0.000699181 0.00430792 0.0083908 0.0212448 0.00133138 -0.00645581 0.0159786 0.0293484 0.0174126 -0.00163519 -0.0323748 -0.0394072 -0.00951048 -0.0159484 -0.00304585 0.0192046 0.00261423 0.0356326 0.0319014 -0.0292282 0.0338843 0.0209985 0.0266858 0.0162879 0.0260243 0.0315863 -0.0276861 -0.0251674 0.0100403 0.0377646 internal_weight=75.2131 66.5983 59.9281 21.2449 38.6832 26.0627 7.74901 16.8145 12.6206 6.17011 6.67015 8.61487 4.4304 18.3136 10.0655 5.01813 1.75067 6.45046 5.73057 2.01844 15.689 7.89594 7.28347 4.30193 3.69409 6.84455 3.19958 5.04737 1.32214 5.35059 internal_count=20547 10239 5756 1948 3808 3153 864 1171 655 433 4483 10308 777 2289 798 236 521 222 399 465 970 548 386 284 180 372 694 562 260 340 is_linear=0 shrinkage=0.05 Tree=95 num_leaves=31 num_cat=0 split_feature=36 163 18 283 167 92 247 186 333 331 267 128 367 200 194 138 66 381 138 180 9 259 303 207 17 192 72 86 247 70 split_gain=5.56881 3.14471 2.51721 1.95036 2.18675 1.77666 2.0098 1.69349 1.64553 1.77224 1.62452 1.61271 1.43492 1.38319 1.33245 1.30103 1.29357 1.29499 1.28474 1.20197 1.11673 1.02518 0.981377 1.01952 0.977988 0.968472 0.961209 0.955725 0.929439 1.25622 threshold=0.016760831698775295 0.018516727723181251 0.020977463573217395 -0.0007491431024391203 0.0021317973732948308 0.0057807115372270354 0.069702282547950759 0.017216569744050506 0.0064201438799500474 0.028061985969543461 0.0058917899150401363 0.015365331433713438 0.018457093276083473 0.02773215435445309 0.05573022551834584 0.044087903574109084 -0.0020525455474853511 -0.0083665573038160784 0.020807728171348575 0.073588773608207717 0.023277221247553829 -0.012357433792203663 0.012111008632928135 0.0080304695293307322 0.019150517880916599 0.0019577178172767167 0.0032202324364334349 0.024299918673932556 0.061096470803022392 0.021255226805806163 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 5 19 8 12 22 9 28 -8 16 -7 -2 -15 -9 21 -18 -4 -5 -21 -6 23 -3 25 -25 -19 -23 -1 -30 right_child=1 7 18 4 11 6 10 15 -10 -11 -12 -13 -14 14 -16 -17 17 26 -20 20 -22 27 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.047485185130290868 -0.044948901797783089 -0.051267344527498648 0.035878369184256 0.038892145947338225 -0.024246406261744374 0.047585715858373408 -0.02390432341561749 0.035248283085225894 0.040014169039046643 0.049553598200167998 0.046340813269265237 0.036549682854152978 -0.036855072945653704 0.027743381898726889 -0.048517330850393288 -0.028661878867030949 0.033122566844289152 -0.002770911107118159 -0.04522023005680726 0.038796512372131997 -0.031246238353874148 0.04355746838023581 -0.050806785885929108 0.01262733345822609 0.044707762116408978 -0.05119448774868423 -0.040622364717179706 -0.030558944695472757 -0.030049482509628474 0.035005823715840746 leaf_weight=2.0537361539900321 10.548277456779035 0.98380094981984978 0.58556800428777878 4.7802473093033795 1.4935760127846149 10.45626355509739 2.360896635218523 3.7455073347664438 2.327632702421397 1.0612736791372297 1.2635689936578272 1.7228357748244878 0.52854125155136067 1.4305123749072657 0.95528311049565662 1.0113375702640039 0.87467377592110906 2.2723606773652119 2.9413484573015012 0.92220382078085128 1.4860785180935634 2.0402751566725779 1.6629742466029709 1.5941946094972088 1.1317071635276077 0.94781835249159474 6.4040853286860511 0.55280372576089565 1.8604125162237326 1.2344416305422781 leaf_count=28 13619 105 18 267 35 403 336 172 103 49 72 60 15 275 745 231 52 92 1567 33 96 71 922 171 73 265 542 26 70 34 internal_value=-0.000686059 -0.020427 0.0089438 0.0120851 0.00161936 0.0222806 0.0328701 -0.000874571 0.00415981 -0.00927941 0.000584687 -0.00903237 0.0435228 -0.0371727 -0.00279175 0.0216605 -0.0147907 -0.0248635 -0.0317556 0.0243802 -0.00442476 0.00875099 -0.0178346 -0.0060619 0.00604386 -0.0111694 -0.0307091 0.027757 -0.0214066 -0.00410093 internal_weight=73.2342 24.0114 49.2228 45.6959 22.5491 23.1468 14.6093 11.0773 8.5375 6.20986 3.62447 15.3606 10.9848 12.9341 2.3858 4.75684 13.6378 9.55112 3.52692 7.18853 2.40828 4.08665 6.3205 4.65752 3.67372 2.54201 8.67645 2.59308 5.14859 3.09485 internal_count=20547 16578 3969 2384 1274 1110 826 1939 284 181 408 878 418 14639 1020 403 818 686 1585 396 129 132 1536 614 509 436 634 97 132 104 is_linear=0 shrinkage=0.05 Tree=96 num_leaves=31 num_cat=0 split_feature=76 247 259 60 5 66 179 269 252 29 228 311 127 213 354 275 70 238 197 10 131 122 164 305 344 337 236 197 308 230 split_gain=5.31792 4.68163 2.10498 2.10297 2.6513 2.45984 1.88164 1.87287 1.65595 1.52497 1.46389 1.39947 1.28033 1.27842 1.27784 1.23476 1.35757 1.20219 1.11834 1.31149 1.10692 1.08856 1.08636 0.947029 0.931477 0.922324 0.888547 0.857138 1.12344 0.831671 threshold=-0.0099002476781606657 0.074891038239002242 0.0012975974241271617 0.020980386063456539 0.011659964919090273 0.0010171439498662951 0.0014306817320175471 0.01938862539827824 0.00010896226012846456 0.024532019160687927 0.017563561908900741 0.0089946584776043909 -0.0048428028821945182 0.001853309397120029 0.02711304742842913 0.011576846241950991 0.017227515578269962 0.0082970322109758871 0.0088780126534402388 0.035908665508031852 0.0012521793250925841 0.0073290220461785802 0.0010043255169875922 0.021917455829679969 0.0052472939714789399 -0.014998644590377806 0.01697862055152655 0.011474309489130976 0.030128980055451397 0.032332405447959907 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -3 27 20 10 11 -6 25 -10 26 -1 -17 -18 19 -4 -7 -8 -12 -2 -14 -13 -15 -5 -29 -9 right_child=23 6 18 7 5 8 21 29 13 -11 22 12 24 14 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.044379089741406391 -0.049985282272003176 -0.045815718792971416 0.036647709849262737 0.045348891900454755 -0.034159291784531746 -0.054023530062802208 -0.052993173601457055 0.020031408970916643 0.036599560222105552 0.035985161875534709 0.048090505742572245 0.052648128043518899 0.035392604096937577 -0.043678721968629784 0.010267722598705007 -0.021714974436618933 0.046067264530543502 -0.02682210259385754 -0.043981295642987174 -0.048748734956062183 0.038959865997970237 0.043537873413914782 -0.022897006824234043 0.012556328277053897 -0.043623187095137128 -0.025726113915569945 0.02425549984962555 0.030243235580590135 -0.03810264199627688 -0.034072258396949794 leaf_weight=5.0576084718049952 5.8889890218852079 6.0347304407332549 1.2347212278982613 8.1166476478974783 3.5014643415925111 0.39406000857707058 0.40151710028294463 1.3294349810457782 0.73313457146286864 4.3019426705723154 2.1993189009372149 1.6834373794845308 0.51825676712905977 7.8448437738115882 1.5244037086958986 2.0757316134695429 2.5573226514970888 0.72637643554480735 2.7579754509788472 0.70706335536669929 1.7046381071268113 1.0712391737033611 0.71389705402543757 0.67463342309929419 1.3305457991664296 0.48311260127229605 0.51279369861003932 2.9557079474325287 0.7548071891942526 1.5251597977185154 leaf_count=332 7678 6518 152 351 302 15 65 159 26 411 77 82 19 779 70 505 127 27 1570 104 158 48 42 71 148 16 63 208 182 242 internal_value=-0.000672233 0.00367482 0.00854363 0.0114111 0.00518231 -0.00296899 -0.0334498 0.0274746 -0.019082 0.0109367 0.000605342 -0.0110561 0.00909037 -0.0271055 -0.0318317 0.0266586 0.00993603 0.0299436 -0.0235157 0.00555224 0.0215009 0.0172206 0.0306947 -0.043557 -0.0214735 0.0351717 -0.0395105 0.036248 0.0163401 -0.00887523 internal_weight=71.3155 64.7519 57.2444 52.5446 37.8629 27.4458 7.50749 14.6818 12.7139 14.732 10.43 7.51682 4.01535 10.6152 9.88204 10.417 5.35943 3.2837 4.69976 1.94178 2.0987 1.47276 2.91322 6.56362 1.8488 2.16655 8.35764 11.8272 3.71052 2.85459 internal_count=20547 12798 6167 4341 3199 2208 6631 1142 1111 1097 686 567 265 938 912 991 659 154 1826 256 173 113 119 7749 167 98 842 741 390 401 is_linear=0 shrinkage=0.05 Tree=97 num_leaves=31 num_cat=0 split_feature=36 76 97 368 378 60 18 164 330 276 196 228 336 284 151 42 312 296 245 41 57 37 254 365 228 29 268 182 139 290 split_gain=5.09816 3.9115 2.37993 2.07374 2.27958 1.72508 1.90168 2.46266 1.48107 1.90653 1.35917 1.32687 1.25186 1.19417 1.33302 1.1253 1.06089 1.02905 1.02099 0.983794 0.979467 0.959682 0.890569 0.874474 0.861571 0.837228 1.11567 0.830028 0.824969 0.764533 threshold=0.022793600335717205 -0.0095975617878139002 -0.025299686938524243 0.02831605821847916 0.019830229692161087 0.020980386063456539 -0.0025567002594470973 0.00173974153585732 0.0028935465961694722 0.0079348213039338606 0.015557370614260437 0.017563561908900741 -0.045213023200631135 0.0086144530214369314 0.0073554753325879582 0.0083099706098437327 0.016495637595653537 0.014420693740248682 0.020451797172427181 0.0036918296245858078 0.084523759782314314 -0.0067193778231739989 0.015007270034402611 0.018710227683186535 0.0077027797233313331 0.024532019160687927 0.020383887924253944 -0.0024936276022344823 0.036006879061460502 0.020198544487357143 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 25 8 11 -10 15 17 -5 14 -6 19 -7 -8 23 -9 -12 -17 -14 -4 -11 26 -1 -20 -3 -18 right_child=2 28 18 4 13 16 7 10 9 24 20 -13 22 -15 -16 21 29 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.035831156187349299 -0.04538860099118644 -0.048385858805409396 -0.050722726466878101 -0.02338253411557524 0.011260400051515927 0.037448171537778976 0.0081624840732511632 -0.049371054585180485 0.045541677851232649 0.036103883614746167 0.034295405859173241 0.031102203684324193 0.043839136278698475 0.035155108768134651 -0.039694552231616359 -0.045326883224995625 -0.049966717233262764 -0.040890753162290454 -0.050396372778940136 0.035753267471300219 -0.046403523568580643 0.0054472065211979533 -0.033627019303144004 0.024456213674471122 -0.038528997209501897 0.046369445156193179 0.046375420798335065 0.039727521266542221 0.050208153445736758 0.049010572127765085 leaf_weight=0.8460184908472026 8.2228432150150166 3.6878878956777039 1.1582329389348154 1.252222594222985 1.6167941078019774 9.3700820728845393 2.0503174269106257 0.48104859917657261 5.6514579580689315 0.57485165618709277 1.8156925824587236 2.0996660063974559 3.1507968962250739 0.79403599904617284 6.226657799736131 5.0457313607330425 0.62594564433675337 2.2341796956898179 0.29936191166052628 1.1528503290319347 0.47420770637108933 1.1411109174950986 0.42052551961387497 0.58075976360123593 1.1814368582563473 4.1444295746041462 0.80586235213559121 1.7427639595698563 0.22511749900877465 0.28345444879960269 leaf_count=22 10648 4514 446 57 260 444 117 28 393 21 116 94 243 37 1908 129 78 159 91 51 104 92 57 35 40 216 38 93 5 11 internal_value=-0.000660621 0.00554121 -0.0302917 0.00907459 -0.00789963 0.01479 0.00867944 0.00244895 0.0161902 0.0314011 -0.0162955 -0.00145945 0.0196343 -0.0232758 -0.0291911 -0.0262153 0.0324441 -0.0174167 0.00253983 0.0106912 0.0175837 -0.035962 0.0347174 -0.0256157 -0.0141009 0.0343724 0.00427294 0.026516 -0.0427137 -0.0191161 internal_weight=69.3563 57.3524 12.004 53.4394 13.461 39.9783 29.6989 23.9026 13.7919 7.40775 10.1106 6.38416 4.82355 8.63749 7.84345 7.82074 10.2795 4.2845 3.78112 1.6339 2.2899 6.18684 3.57132 1.73899 1.75629 5.79631 1.65188 2.04213 3.91301 0.9094 internal_count=20547 9234 11313 4715 2562 2153 1620 1344 824 454 520 370 357 2205 2168 300 533 276 665 79 220 221 300 481 61 276 60 184 4519 89 is_linear=0 shrinkage=0.05 Tree=98 num_leaves=31 num_cat=0 split_feature=33 303 41 143 119 91 276 142 380 172 144 326 62 336 133 4 240 197 378 40 108 315 194 258 9 151 54 346 151 152 split_gain=4.8441 3.28013 2.13394 1.98278 1.9649 1.67015 1.58184 1.49074 1.3988 1.37085 1.2465 1.2251 1.19804 1.11459 1.10576 1.09395 1.29756 1.09073 1.05982 1.05705 1.05441 1.04552 1.02537 0.986374 0.978805 0.90019 0.812441 0.804835 0.761762 0.755408 threshold=0.03135188855230809 0.012491775676608087 0.010015956591814758 0.040959198027849204 0.010126273147761823 0.0070530474185943612 0.00367068755440414 0.018175203353166584 0.0055256336927413949 0.025905725546181205 0.006568246055394412 0.015764851123094562 0.017486104741692546 -0.031839635223150246 0.013524825219064953 0.014292231295257809 0.017837420105934147 0.0044599005486816177 0.028207540512084964 0.0063919147942215213 0.022402145899832252 0.0027910320786759262 0.050521850585937507 0.016658938489854339 0.021144084632396701 0.018698045983910564 -0.0097632855176925642 0.030019930563867096 0.014743053354322912 0.0058678223285824069 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 18 8 13 14 -2 22 24 -3 15 -1 16 -6 -7 -4 29 -15 -11 -8 -9 -12 -18 28 -5 -14 -17 right_child=9 2 5 27 7 17 10 23 -10 21 11 -13 26 20 -16 19 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.05721759447473599 -0.050113359883420389 -0.043411180571078685 0.049333686931417979 0.03531148701761469 -0.037514006155907061 0.041777135776975623 0.016119959723063734 0.036645583207816509 0.041184781079582226 0.034006571054804924 0.045733326027218496 0.037237167199920755 0.047974216217662874 0.036036980961041604 -0.038827830358875826 0.04796150238055355 0.035671523327284932 -0.039365452843289454 -0.030091955572903097 0.044376091174938466 -0.042595323331456686 -0.050260032618754336 -0.031006571438331271 -0.0473863099801832 -0.024009743007571475 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-0.0146292 -0.0120737 -0.0212121 -0.0286936 -0.0217591 0.034801 0.0117161 0.0169169 0.00251448 -0.0147822 0.0248905 -0.00701539 0.0119614 -0.00371471 0.0310619 0.0224811 -0.0276512 internal_weight=67.5085 60.1325 14.3138 45.8188 36.4338 5.24711 20.1132 16.3205 8.60836 7.37593 11.5049 6.39201 9.06667 13.4181 1.49119 11.1015 9.04616 2.43761 2.8095 2.05534 2.31662 1.5727 5.11286 2.9024 2.72973 1.61274 2.71169 9.385 1.41517 0.931974 internal_count=20547 10239 6502 3737 3288 939 1463 1825 871 10308 592 412 5563 1626 150 1523 1382 604 335 141 103 521 180 199 155 229 220 449 132 92 is_linear=0 shrinkage=0.05 Tree=99 num_leaves=31 num_cat=0 split_feature=76 247 5 372 30 94 310 197 179 21 337 139 275 264 196 167 118 206 73 29 322 334 74 122 304 223 365 200 343 17 split_gain=4.63837 4.19357 1.76663 1.93473 2.28659 2.13532 1.90615 1.86023 1.59554 1.55023 1.49087 1.4188 1.38052 1.51371 1.31731 1.23351 1.21254 1.08253 1.0744 1.03273 0.944402 0.889111 0.887497 0.880584 0.857301 0.855242 0.848953 0.830755 0.822721 0.80401 threshold=-0.011787408962845801 0.074891038239002242 0.012459731195122005 0.082288656383752837 0.031161036342382434 0.0084972395561635512 0.029732894152402881 0.0065391683019697675 0.001935496518854052 0.025237523019313816 -0.018603389151394364 0.021560534834861759 0.01131819933652878 0.020479346625506881 0.0089393011294305342 0.0077982752118259677 0.018998106010258201 0.0082266251556575316 0.002229779958724976 0.025476105511188511 0.0072048334404826173 0.033786794170737273 0.0093177980743348616 0.0073290220461785802 0.011339266318827869 0.010604771785438062 0.013329016510397198 0.0154648469761014 0.035948703065514571 0.023619378916919235 decision_type=2 2 2 2 2 2 2 2 2 2 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 15 9 -6 17 -3 18 14 -2 26 27 22 -4 -16 -1 21 24 -20 -5 -7 -10 -12 -13 -9 -14 -18 -17 right_child=11 8 3 5 6 10 -8 12 23 -11 19 25 13 -15 16 29 28 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.035219090397528567 -0.045551586886312376 -0.045047338695440114 0.03435518232629111 0.043587190032502408 -0.043311693872012599 -0.04871043908731916 0.0383221739031855 0.041282350600588547 -0.053564230281372097 -0.015303537436896684 0.027492717676446916 -0.051210747635747858 0.024454808606821674 0.031332644422000643 0.038440500745785124 -0.050575562416028674 -0.035944839649757108 0.048302550473268514 -0.039998976978312541 0.020788362753587662 0.034604134417896948 -0.0083667553460133551 0.014067661522035821 0.042525432804569746 -0.042200716973729943 0.039429503847530994 -0.049043792307869878 -0.043883453567797312 0.048336111181826354 0.029448257505078568 leaf_weight=0.41333123645745029 6.7048181947902767 5.3620475739589883 2.6991424536390678 8.6072820286208298 5.6971232161158696 1.2919584906776438 0.81772174697834987 2.7596181369735864 0.32122328475816153 2.0405099215568034 0.49755731318145802 0.37007654778426491 0.5445679182885218 1.4251373532169962 3.9416055235487875 0.92653103542397708 1.1229825375194193 6.319310237391619 0.89217650506179669 1.0541826609405687 0.80876226635882631 0.91061233106302175 0.99775266071083013 0.92503884737379849 3.899464553775033 0.87692279915791005 0.28720733532099973 2.4254498482041527 0.39015725266654033 0.47468955078511499 leaf_count=30 8844 6469 176 388 1176 22 41 250 51 226 11 82 111 134 270 351 74 338 21 68 36 33 43 41 279 38 27 870 13 34 internal_value=-0.000637464 0.00428399 0.00911812 0.00337747 -0.0146551 0.0106131 -0.0330653 0.0241314 -0.0332028 0.0247842 -0.00362631 -0.0364433 0.00690291 -0.0110273 0.0104739 0.0145959 0.0238344 0.043175 0.0320754 -0.0236583 -0.00452669 0.0386166 -0.0213546 0.0177584 -0.0343144 0.0125299 0.0327678 -0.0313533 -0.0142133 -0.023466 internal_weight=65.805 57.8531 51.2448 37.0702 10.6152 26.455 6.51484 14.1746 6.60831 13.2593 13.1957 7.95182 7.44198 4.39516 7.74446 4.10036 5.45475 6.73264 11.2188 5.4512 1.70094 9.51789 2.28971 1.24626 4.39702 1.247 3.04683 2.97002 1.51314 1.40122 internal_count=20547 11583 5022 3262 1778 1484 1217 1760 6561 704 780 8964 1392 1115 422 561 357 368 478 358 57 421 65 92 290 120 277 981 87 385 is_linear=0 shrinkage=0.05 Tree=100 num_leaves=31 num_cat=0 split_feature=36 18 222 160 97 17 337 154 92 346 300 236 108 238 111 178 326 21 249 268 87 204 299 156 201 369 121 94 289 53 split_gain=4.48163 2.67497 2.12744 1.82749 2.29769 2.28081 1.96437 1.3367 1.26565 1.3832 1.20746 1.20727 1.18385 1.15121 1.13055 1.12779 1.09681 1.04194 0.973896 0.981089 0.972792 0.949166 0.936277 0.964441 0.92173 0.910069 0.808039 0.787763 0.777289 0.772564 threshold=0.019673621281981472 0.019498827867209915 0.021741794422268871 0.014514119364321234 -0.042698398232460015 0.021506564691662792 -0.011679092887789009 -0.10553937777876853 0.0048422869294881829 0.017945152707397941 0.00040258340595755732 0.010409047827124597 0.025231968611478809 0.0069601137656718501 0.020396823063492778 0.0012533488916233184 0.019375205039978031 0.025451660156250003 0.015504804439842703 0.025202422402799133 0.014365491457283499 0.026625406928360466 0.024813039228320125 0.00038422962825279688 0.020998454652726654 0.001689041266217828 0.0040528124663978824 0.015677305869758133 0.0010098528582602742 0.0075926703866571197 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 11 16 -1 9 -9 -2 -5 -3 21 -13 -11 17 22 -7 -20 -16 24 23 26 -4 -8 -6 -24 29 -18 right_child=2 12 13 4 6 18 25 8 -10 15 -12 14 -14 -15 20 -17 28 -19 19 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033239326889903685 0.0033278405358582452 -0.040361658140336848 0.030717164854608781 -0.043931593197344333 0.027335934460972957 0.034786122150690046 0.017360631513798203 0.044841873714793895 0.042055440003144019 -0.043235039949829773 -0.04643482216769465 0.035268441977800762 0.029826231824311773 -0.039562919002600186 0.031667845867011657 0.029509933891410368 0.050014972839120132 -0.036595534585237621 -0.03246287887050453 0.046424855872589349 -0.035303340727849512 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-0.0109755 0.01624 0.0265085 0.0308916 0.00705105 -0.0388805 -0.0257517 -0.0295165 -0.000362473 -0.00756379 -0.0170826 0.0238491 0.0131906 0.0165249 -0.0106604 -0.0220253 0.0123625 0.018993 -0.000569626 0.0209583 -0.0209871 0.0150366 0.0338089 0.0417211 0.000448136 internal_weight=63.9651 48.7284 15.2367 44.1298 31.3692 14.0323 17.3369 12.7606 11.8885 3.79155 9.4671 9.12786 4.59867 5.76958 4.56293 2.31388 14.3947 9.01707 4.90444 1.97069 3.4112 4.35567 8.07586 3.4804 3.83548 2.94223 2.57508 4.59546 5.37759 0.941111 internal_count=20547 6399 14148 3058 2287 1582 705 771 608 130 12926 1319 3341 1222 365 72 636 361 263 118 305 611 324 136 417 69 119 188 275 40 is_linear=0 shrinkage=0.05 Tree=101 num_leaves=31 num_cat=0 split_feature=36 76 97 368 211 60 18 164 151 348 330 196 228 296 364 86 341 58 57 319 245 176 17 235 252 204 248 249 268 29 split_gain=4.23783 3.28047 2.02986 1.78012 1.92107 1.4754 1.66792 2.08815 1.41714 1.26439 1.43711 1.13586 1.07031 1.02546 1.0199 0.993636 0.946859 0.897323 0.840665 0.84014 0.824926 0.82307 0.805477 0.80345 0.781561 0.780893 0.737973 0.733754 0.72327 0.725785 threshold=0.022793600335717205 -0.0095975617878139002 -0.025299686938524243 0.02831605821847916 0.0050248531624674806 0.020980386063456539 -0.0025567002594470973 0.00173974153585732 0.0073554753325879582 0.026286701671779159 0.0028935465961694722 0.015557370614260437 0.017563561908900741 0.014420693740248682 0.0040081546176224956 0.010353537276387216 0.003165311762131751 0.026312222704291347 0.084523759782314314 -0.0013675590162165461 0.020451797172427181 0.0036834105849266057 0.018562644720077518 -0.0047560553066432467 0.020377261564135555 0.014230345841497185 0.024655839428305629 0.008105759974569084 0.023304717615246776 0.024532019160687927 decision_type=2 2 2 2 2 2 2 2 2 2 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 19 6 28 9 14 10 12 15 13 -8 -6 -9 25 20 -13 -5 22 -17 -4 -12 26 -7 -10 -15 29 -1 right_child=2 -3 17 4 8 16 7 11 24 -11 23 18 -14 27 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.023156349413467361 -0.044795768239488935 -0.042466783621870237 -0.050928385473702986 -0.050216815332852063 -0.028473050235911318 0.046161408116681207 0.014002979335838928 0.01970380461562516 -0.038950463700042126 -0.032449343439809666 -0.019654591472802407 0.032660903233826345 0.032026863932824785 0.035894718702237531 0.038953460273976476 0.029198231619239817 0.037654501620339474 -0.050461133183908206 -0.046190849551487938 0.036156172239840849 0.037656805058643189 -0.038820007260929379 0.032838287683389228 0.043404213806311903 0.049037275919625117 -0.036695367432297961 0.02640586525984508 -0.054112852026501304 0.04982809532094426 0.035871575757416722 leaf_weight=0.87934653495904358 7.0955995105614402 3.3631222728581625 0.71310192448436349 0.31479806551942635 0.892323574138571 0.42900078778620698 1.6153497546329183 1.0335433649888708 6.0854284888773691 1.2426547733775795 0.55713523426675227 1.6490148763405161 1.8818170651211401 0.2655478338128886 1.509713963489048 0.48357616760767985 8.0506024559726921 0.66176256648031984 0.42517091237823468 2.6646170470339703 1.6073939322959629 5.5409298765589483 0.48025045744725503 5.4120834670029581 0.29387480340665195 0.8434434047085233 0.46492042482714158 1.537065898242872 2.9760561584262177 1.2770063045900313 leaf_count=30 10648 4519 174 478 63 22 107 53 1671 80 54 116 91 27 80 23 444 341 104 227 97 224 53 345 7 67 36 120 171 75 internal_value=-0.000614926 0.00528141 -0.029481 0.00860439 -0.00788563 0.014189 0.00822445 0.00214765 -0.0191365 0.0154159 0.0206941 -0.0160306 0.00174444 -0.0149281 0.0139054 -0.0255899 0.0313196 0.0019031 0.0164977 0.0270302 0.0142758 -0.0333603 -0.0172175 0.0375186 -0.0307329 -0.00876045 -0.0343117 -0.0408536 0.033851 0.0118004 internal_weight=62.2463 51.6881 10.5581 48.325 12.2257 36.0993 26.7763 21.6439 9.24626 12.5117 11.269 9.13224 5.29978 3.41796 2.40204 7.05805 9.32305 3.46251 2.07419 2.97942 2.80075 6.02451 1.19335 5.96922 6.84422 1.27244 6.55035 1.80261 5.13241 2.15635 internal_count=20547 9234 11313 4715 2562 2153 1620 1344 1857 824 744 520 345 254 143 300 533 665 220 705 324 247 227 399 1714 89 1707 147 276 105 is_linear=0 shrinkage=0.05 Tree=102 num_leaves=31 num_cat=0 split_feature=33 303 62 143 119 167 276 142 154 172 144 301 355 55 287 343 237 153 315 236 160 290 194 258 128 282 65 37 114 313 split_gain=4.01671 2.74237 1.89136 1.7053 1.59624 1.33353 1.33029 1.28687 1.26069 1.23674 1.08677 1.07712 1.03886 0.959451 0.984501 0.900154 0.896654 1.17251 0.891719 0.878494 0.872048 0.977306 0.867483 0.835258 0.83446 0.753979 0.8333 0.74947 0.869972 0.739666 threshold=0.03135188855230809 0.012563558761030437 0.010443484876304867 0.040959198027849204 0.010126273147761823 0.0059154424816370019 0.00367068755440414 0.018175203353166584 -0.10316516831517218 0.025905725546181205 0.006568246055394412 0.0074982738588005313 -0.0012603208888322113 0.026965796947479252 0.015987451188266281 0.03633366338908673 0.0003126516094198451 -0.0011671036481857298 0.0027910320786759262 0.011324082966893913 0.018574376590549949 0.012906300369650127 0.050521850585937507 0.016658938489854339 0.010305765550583603 0.018472919240593914 -0.0075285253114998332 -0.014065976254642008 0.014481726568192245 0.027262941934168342 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 13 11 -2 22 -1 -12 14 19 -16 -7 -18 -11 29 21 -21 -8 -9 -19 -14 -27 28 -5 -6 right_child=9 2 5 27 7 16 10 23 -10 18 12 -13 25 -15 15 -17 17 24 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.03090595927555392 -0.050108745724648497 -0.045018899202348632 0.023744062068900049 0.02931761395517514 -0.044388568381231466 -0.038416907742234857 0.014934491237714068 0.035623250455686678 0.042861797439625059 0.032663700866970645 -0.026108111517487483 0.040854908130362015 0.037371799791540969 0.019326570096754953 0.04705814237788182 -0.024422674361510816 -0.049423601224839485 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78 3 285 36 18 internal_value=-0.000603642 0.0037915 -0.0165703 0.00999165 0.00487235 -0.00345851 0.0147396 -0.00732872 0.0303798 -0.0382802 0.0031367 -0.00197069 0.0176058 -0.0141674 -0.0200404 0.013908 -0.0175825 0.00125529 0.00298029 -0.0270286 -0.00762911 0.0154865 -0.0147107 0.0244131 0.0205385 0.0278308 -0.0141234 0.0299961 0.0115966 -0.0401872 internal_weight=60.6411 54.306 12.6763 41.6298 33.1472 8.67708 18.3263 14.8208 7.8052 6.33505 10.5211 2.17307 5.81049 12.1937 10.3746 1.77103 5.71155 2.9995 1.41149 8.60357 3.47721 1.8773 4.71064 2.62709 2.17277 4.70902 0.872483 8.48261 3.34927 5.12637 internal_count=20547 10239 6470 3769 3319 1898 1472 1847 877 10308 595 511 414 1647 1484 81 1459 508 521 1403 276 177 181 200 170 267 81 450 165 1127 is_linear=0 shrinkage=0.05 Tree=103 num_leaves=31 num_cat=0 split_feature=163 259 287 239 1 29 160 296 272 279 335 378 107 98 173 25 249 188 84 57 90 106 176 182 120 2 344 290 155 273 split_gain=3.84958 2.15922 2.02755 1.78725 1.8618 1.44267 1.57694 1.41817 1.38572 1.36762 1.65504 1.27485 1.2413 1.18694 1.12486 0.990214 1.11396 1.0935 0.963415 0.949743 0.833626 0.810193 0.800992 0.797334 0.921039 0.731794 0.728903 0.720844 0.712267 0.711568 threshold=0.0024708876153454189 0.0018897976260632279 0.014418117236346008 0.023349191993474964 0.008694721385836603 0.023127297870814804 0.013695009518414738 0.020472844131290916 0.010409382637590172 0.010976717341691257 0.026478229090571407 0.017686239443719391 -0.037764476612210267 -0.0016047575627453623 -0.016018908470869061 0.017994175665080551 0.015946408733725551 0.0072538207750767478 0.049968730658292777 0.065302509814500823 0.023761372081935409 -0.0029763597995042797 0.011038826778531076 -0.0069575407542288295 0.0051527526229619989 0.019908548332750801 0.0015553107368759813 0.024758981540799144 0.0070424878504127273 0.0041116275824606427 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 4 5 -2 18 9 -8 28 13 12 -1 -11 25 16 -16 26 -7 22 -10 -12 -3 -15 -25 -4 -18 29 -5 -9 right_child=1 19 14 7 -6 6 8 27 20 10 21 -13 -14 23 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.04556077583915745 -0.041856508091463504 -0.046114232406632136 0.023251609284783439 -0.014673229359329866 0.02676540716102345 0.043160012564821264 0.02262747505678931 -0.038269730875796236 -0.041809141728631968 -0.048652688249064907 0.044888315623368348 -0.046225745485672848 -0.050119347914435265 -0.024039964830915809 0.035922606484829429 0.038708978665615311 0.023104618389587977 0.046611996584803972 -0.044061713708458988 -0.042526139121510841 0.0067799729633120573 -0.033197699018430477 0.041387900418147043 -0.03922666125579171 0.045979976478190743 -0.046348902295066718 -0.040123705990887187 0.045408975210642535 0.047432164884823352 0.021792923704189622 leaf_weight=0.84137122792890295 4.5716126100451246 0.40572863927809411 0.64100948121631407 0.51791077584494161 2.6616355354781254 1.8968495041190165 1.519633587769931 2.3366918445099145 4.1759537183388602 0.51148645067587484 0.38178940757643465 5.5677522351033986 0.56770060470444039 0.56955999505589705 2.5264343114686181 7.7539937844267115 0.60626802314072925 0.69591240416048084 0.38002286429400545 3.3451762615004554 1.1193589842005165 2.5568227611365728 0.73590587836224586 0.34549075798713413 3.8669641437591054 0.91926454057102092 1.8367199934436937 0.40651731443358574 4.2507363679469563 0.62501106108538795 leaf_count=49 1872 79 27 67 167 179 308 322 1491 20 12 11236 1138 70 138 397 18 35 39 1856 61 321 57 9 247 49 52 21 178 32 internal_value=-0.000592664 0.0040729 0.00719378 0.000214155 -0.0114919 -0.0189445 -0.00742368 0.0118888 -0.0194599 0.0193798 0.00703711 -0.0354736 0.00701223 0.023741 0.0224273 0.0270993 0.0112095 -0.00868156 0.0286022 -0.0290874 -0.031538 -0.0230526 0.0102903 0.0314843 0.0389916 -0.0177548 -0.0244325 -0.0170251 0.0406871 -0.0255947 internal_weight=59.1373 52.1605 47.6737 32.694 16.3251 13.6634 9.09182 16.369 6.81495 13.0008 8.23211 6.97682 1.40907 5.2935 14.9796 13.4193 5.66533 3.1389 2.27687 4.48681 5.29531 2.93861 1.14163 4.78201 4.21245 1.56027 2.44299 3.36822 4.76865 2.9617 internal_count=20547 8124 6132 5416 4117 3950 2078 1299 1860 924 679 12423 1187 346 716 640 243 105 218 1992 1552 333 136 326 256 76 70 375 245 354 is_linear=0 shrinkage=0.05 Tree=104 num_leaves=31 num_cat=0 split_feature=76 303 283 308 194 9 223 50 36 115 187 60 170 18 17 336 184 342 287 305 305 45 149 11 272 313 232 237 118 364 split_gain=3.7054 3.30721 1.6116 1.91974 1.52069 1.25608 1.17517 1.30344 1.16536 1.06809 1.01728 1.21738 1.00124 0.975161 0.973321 1.14348 0.897018 0.880409 0.823513 0.810209 0.80635 0.784158 0.757126 0.948455 0.745428 0.954333 0.86298 0.743483 0.687355 0.660174 threshold=-0.0099002476781606657 0.016789306886494163 -0.0023127321619540449 0.025906887836754326 0.048925979062914855 0.025839843787252906 0.006296661216765643 0.0091663743369281309 0.014374305959790947 0.02106067351996899 0.0091609186492860335 0.020980386063456539 0.0050424251239746818 0.014813657850027086 0.022245940752327446 -0.033922161906957619 0.074623249471187605 0.023290695622563366 0.019397221505641941 0.021917455829679969 0.01535012759268284 0.012310560327023269 0.012552365660667421 0.013818934094160797 0.013172403443604709 0.023574233986437324 0.037443470209836967 -0.0068482572678476563 0.0096543994732201117 0.00076929194619879137 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 9 13 18 17 21 -5 11 16 -6 22 15 20 28 29 -1 -2 -7 -3 23 -4 25 26 -14 -11 -9 -8 right_child=19 8 3 4 12 14 7 10 -10 27 -12 -13 24 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.041247795200297734 -0.049905914237865938 0.029952171779477441 0.050274266221483267 -0.034725648068177475 0.021013070034098538 -0.038412651361564736 0.0071344558739173643 0.034016300198402093 -0.045299978481426445 -0.032458094602368877 0.029347507091643729 0.044169963951929458 -0.035474373518209264 -0.030242757887115491 0.038005837848694046 0.027450033934506075 0.032368752370892186 -0.03274232252050855 0.046523316316325669 0.013246767145318026 0.013118741154789138 -0.029620516001305077 0.047868761144931632 -0.037151374120927561 -0.037156783209428973 0.039624694855856277 0.049981986040509574 0.041637947232494796 -0.033697894001528131 0.047369200768670974 leaf_weight=1.2393131071294217 4.2740293497627126 1.0763316215598018 0.57901153046987175 0.80215640430105795 1.2123673020105332 2.8113521694613155 1.2068693308392555 0.42401765449903761 4.2936392078991048 0.39594276831485364 3.9838400961307343 1.0673055916849987 2.0740668454964171 0.58772308644256543 1.3035600825387517 1.4612651179777461 0.80867674632463593 0.42548083967994887 0.34071461972780515 0.57635831687366579 1.0399488076218402 1.1347905031871048 4.1416207983857021 0.66828500916017219 6.3491024873510469 0.80241649376694102 0.34449842455796886 2.3355240901291836 3.2265127521241084 6.5675499348144513 leaf_count=425 7678 96 30 431 130 309 71 23 7159 16 245 69 582 67 62 63 58 225 13 71 47 94 225 14 1622 122 15 107 111 367 internal_value=-0.000581889 0.00326682 0.00796662 5.97714e-05 -0.0124657 0.0142993 0.0189962 0.0226823 -0.0301128 0.0160004 0.010087 -0.00379705 -0.0217945 0.0309139 -0.000709479 -0.0102092 -0.0152779 0.0372905 -0.022321 -0.0424017 -0.0244979 -0.00062168 0.0375838 0.00343276 -0.0272175 -0.00762562 -0.023302 0.0308973 -0.0258327 0.0411233 internal_weight=57.5543 52.7039 46.1991 26.9088 14.3161 12.5928 19.2903 17.7103 6.50476 3.53362 9.51035 5.52651 10.7825 5.97664 6.61613 5.31257 4.45921 8.1999 1.58003 4.85039 3.8513 2.21112 5.38892 1.2473 9.57008 3.22098 2.41857 2.73147 3.65053 7.77442 internal_count=20547 12798 5449 3842 3025 817 1607 1169 7349 554 506 261 2471 336 481 419 192 663 438 7749 356 190 269 44 2341 719 597 123 134 438 is_linear=0 shrinkage=0.05 Tree=105 num_leaves=31 num_cat=0 split_feature=36 18 97 160 368 25 154 169 337 378 144 322 326 288 82 39 61 97 84 227 264 277 179 30 58 50 176 245 17 75 split_gain=3.5241 2.73362 1.72615 1.68023 2.27116 1.55132 1.50511 1.46874 1.3302 2.529 1.29815 1.15863 1.13263 1.14554 0.94084 1.10884 0.920045 0.907652 0.875175 0.865306 0.853615 0.847117 0.834548 0.776325 0.772525 0.770002 0.755711 0.691354 0.706571 0.673972 threshold=0.022793600335717205 0.019498827867209915 -0.025299686938524243 0.013220002874732019 0.023954967968165878 0.015658266842365268 -0.10553937777876853 0.016616513021290306 -0.020324896089732643 0.019614186137914661 0.0046249011065810927 0.012465771287679674 0.017590117640793327 0.0083895446732640284 0.0040913925040513286 0.048877777531743057 0.031074224039912227 -0.045752212405204766 0.039801215752959258 0.0097934254445135611 0.011210951488465072 0.0093976194038987177 -0.008303908631205557 0.034117406234145171 0.026312222704291347 0.004525246564298869 0.0032007424160838131 0.020451797172427181 0.018562644720077518 0.0017618636484257879 decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -1 8 9 -6 23 -11 13 19 -5 -16 22 -9 -18 -7 -21 -13 -8 -3 27 -23 -10 28 -4 -17 right_child=2 10 24 4 7 12 16 17 26 11 -12 21 -14 -15 15 29 18 -19 -20 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034567421636504191 -0.044137543763616387 -0.022741274323569562 -0.050850631498968873 0.029251950752040491 0.039992720185346796 -0.046241074226859191 -0.0357447674413848 -0.021047679378795134 0.016532098825551587 -0.045977356927931409 -0.047935323961830957 0.036745754649895129 0.041148306422355965 0.031129937344532441 -0.044373048887626096 0.037950054184916225 0.051145714932890163 0.035840640139879261 -0.023986090431533158 -0.022394756080455117 0.049980867296062666 0.02632279067769628 0.046167555905328256 0.049070947279624293 -0.050431217463373534 -0.050395164224430904 -0.04610011684804674 0.035483277894467105 0.031207408324978994 -0.030993295242688026 leaf_weight=0.88110367694753122 6.139490924892014 0.89316722116200142 0.6377304580819334 1.2862815077242 2.1992748281045307 1.144558415981008 0.32649005699204181 0.99373296639532815 0.54417617089348169 2.7816307253669947 3.3371424463693984 0.99461923888884518 6.106434035114944 3.1535451744566672 2.0697018948267218 0.94100878044264369 0.58621714831679117 2.3814401232521041 1.1440245841222347 0.8996998817019628 0.74453087139409035 0.50544675049604826 6.5336272983404333 0.65039814345072955 0.58508653554599721 0.92676392680732533 4.1892567276663613 1.4782699164934454 0.44565553945722058 0.56872794067021459 leaf_count=237 10648 45 174 69 74 73 170 156 51 1286 5113 46 314 186 43 36 29 96 43 32 39 31 356 15 341 131 548 97 53 15 internal_value=-0.000568858 0.00501594 -0.0287044 0.00914088 0.00373003 0.016403 0.0276679 -0.0100849 -0.0181957 -0.00496625 -0.0303979 -0.0239502 0.0260257 0.0104854 -0.00742504 -0.020605 0.0340513 0.0190913 0.00146905 -0.0128593 0.0103779 0.00129732 0.0422691 0.00751759 0.00140653 -0.0233203 -0.0388996 0.0132464 -0.0170957 0.0119786 internal_weight=56.0692 46.783 9.28623 41.9023 32.4308 16.9145 9.47146 15.5163 12.1412 7.40774 4.88071 5.20846 12.0488 5.94233 4.86572 3.57944 8.59036 3.37517 1.73024 2.78879 1.64423 2.42683 6.86012 1.54357 3.14674 1.43221 4.73343 2.56166 1.08339 1.50974 internal_count=20547 9234 11313 4061 3226 807 835 2419 2167 1568 5173 1494 644 330 163 94 598 252 72 144 71 208 526 60 665 162 599 324 227 51 is_linear=0 shrinkage=0.05 Tree=106 num_leaves=31 num_cat=0 split_feature=76 247 259 178 276 144 260 136 324 246 287 309 127 155 290 363 374 131 149 334 197 10 139 282 223 273 3 97 33 302 split_gain=3.34067 3.05243 1.48687 1.54224 1.53475 1.69274 1.33014 1.31206 1.24598 1.20991 1.10834 1.12071 0.924657 0.91647 0.910016 0.885004 0.883428 0.839812 0.996122 0.818067 0.80245 0.981577 0.774617 0.772514 0.763982 0.748295 0.710831 0.695606 0.674001 0.656153 threshold=-0.0095975617878139002 0.074891038239002242 0.0012975974241271617 0.003234340227209032 0.0013182063703425231 0.01177120814099908 0.0095746144652366656 0.0086108348332345503 0.02847565803676844 0.015661075711250309 0.015538473613560201 0.0093252807855606096 -0.0067294274922460309 0.0072010944131761798 0.011375877074897291 0.0092565990053117293 -0.0019896526355296369 0.0092328148894011992 0.012121862731873991 0.027235474437475208 0.0088780126534402388 0.035908665508031852 0.036006879061460502 0.0034348567714914684 0.011259064078330995 -0.013217033352702854 0.024603095836937431 -0.045642308890819543 0.014575516805052759 0.020043346099555496 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 7 17 14 -3 12 11 23 -1 -11 -6 -8 -7 18 -5 -12 21 -4 -2 -9 -14 -20 -13 28 -15 -27 right_child=22 8 20 6 5 16 15 10 -10 13 19 26 24 27 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.043530957704617249 -0.048564836069653568 -0.043787330082444849 0.034387669043108297 -0.02587636824498675 -0.035159507720955809 0.031877641697373914 0.0346336406364431 0.051893690545439387 0.018750212526556689 -0.050983450496571228 0.035356807622009254 0.041582260835365266 -0.047626071011650263 0.032073244117873038 0.033007966437528777 -0.024687231370502338 -0.010562443097066745 0.044889118439996885 -0.04782226535503778 -0.02291705078098254 -0.043383873954491232 -0.04816649996585496 0.039230027099995721 -0.042923175450061093 0.042242069740835303 0.03963076261406516 -0.045107881051586085 0.045626291520719106 -0.050815689842393569 -0.021282732061382214 leaf_weight=1.0832690992392602 3.9966106286155982 4.4160803584964006 0.97972313908394359 1.0688569395279026 0.64784107127343604 3.7448331223567948 0.90515460210735854 0.22211905941366961 0.97172907489584748 0.30989699668134552 1.2194823120953517 0.75873779776156858 0.3163833956350588 0.64042523640091509 2.0042987773194909 2.0588729806768242 1.823161922773578 5.5774346691905521 0.30787124152993683 1.1899065366014836 2.1014987317903433 0.56929963600123301 0.26809316495200608 6.5373585802153684 0.93650774794514291 3.936302980466281 0.34352727662189864 4.6238196878985036 0.39745212256093509 0.49803312093717966 leaf_count=60 7493 6464 158 354 31 355 109 8 179 205 51 66 301 28 100 527 264 416 12 32 1652 105 13 524 80 288 25 313 262 72 internal_value=-0.00056103 0.00304896 0.007325 0.0100379 0.00295429 -0.00506596 0.0232645 -0.0149959 -0.0325082 0.0208056 -0.0230915 -0.0321841 -0.00970131 0.0327403 0.0163566 -0.00657183 0.0179812 0.0310299 0.0177279 0.00657754 -0.0232575 0.00404721 -0.0430458 -0.0398075 0.0195483 0.027556 0.0145648 0.037323 0.000331167 0.0327894 internal_weight=54.4546 50.1899 44.8021 41.1515 26.799 18.4913 14.3525 12.9233 5.38781 8.30775 10.2711 7.86174 2.33616 5.97159 2.65214 2.96403 5.568 11.3885 5.81106 2.40939 3.65052 1.54902 4.2647 6.75948 1.25289 4.74221 1.10227 5.6617 1.03788 4.43434 internal_count=20547 13041 6398 4483 2705 1456 1778 837 6643 1249 706 623 441 808 131 636 619 1142 726 83 1915 263 7506 532 381 372 91 603 290 360 is_linear=0 shrinkage=0.05 Tree=107 num_leaves=31 num_cat=0 split_feature=36 271 259 147 92 300 37 283 330 48 362 179 303 227 66 128 241 300 57 373 259 282 338 79 278 317 176 260 358 77 split_gain=3.21566 1.97157 1.50713 1.4645 1.29331 1.38345 1.36563 1.33575 1.29331 1.12641 1.21988 1.10318 1.09711 1.09405 1.02498 0.969989 1.13238 0.974865 0.907157 0.868063 0.836677 0.779943 0.779814 0.705667 0.691167 0.686258 0.660898 0.647693 0.837218 0.633905 threshold=0.015815334394574169 0.013798521831631662 0.00085618472076021146 0.0024633581051602964 0.0048422869294881829 0.015486632939428093 -0.0089030289091169817 -0.0007491431024391203 -0.0017995114903897045 0.0068756164982914933 0.014065745286643507 -0.007057779934257268 0.012111008632928135 0.022479882463812832 -0.00018114417616743592 0.0082818358205258864 0.015654277056455616 0.0049520530737936505 0.081531751900911345 0.01370106963440776 0.0012109458912163975 0.020467125810682777 0.010887306183576586 0.018042859621346 0.036126332357525832 0.021101144142448906 0.017077033407986168 0.0034894989803433423 0.013832434080541136 -0.00025443454796914006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 12 -1 5 6 13 8 19 10 -3 -9 21 24 29 16 -16 -17 23 -6 -10 -2 -8 -18 -5 -23 -21 28 -11 -13 right_child=1 9 -4 4 7 -7 22 11 20 27 -12 14 -14 -15 15 17 18 -19 -20 26 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.050522232270307027 0.031324397291258507 -0.043570715770606977 -0.047408284340720003 -0.04031146527666514 0.042285111667232644 0.035962916687020521 0.038988460694452547 -0.036204062920807301 0.041501341095979319 -0.050922254062405005 0.026095254753877636 -0.02150832213871345 -0.025960159915497716 0.0245456538482423 -0.045864073464414172 -0.014927534919932043 0.044871920196088516 0.042212717903245593 -0.052086874774003436 -0.035778270999344879 -0.035631095182043 -0.051459658161914258 -0.023718879567784099 -0.034583008028863042 0.027963822701902764 0.051355342592244259 0.03757027396150811 -0.04719907394015399 0.028418119065311994 0.039580221970972974 leaf_weight=1.0226051023055323 4.2000498355482732 1.0752182126452665 1.3069653267739338 4.6819652862322974 0.78726990471477565 1.7220787518308487 1.5872177381534123 1.4251047061698017 8.3462025638727901 0.62966982170473762 1.5120026589720508 0.4879192145308483 1.5076915635145267 0.91275626455899317 1.8379495072004002 1.2213202119164637 1.2095895624952393 1.9197892943338954 0.47880123241338868 1.4637743305065667 0.3670408946345568 0.57595360762206826 0.7209977491875178 0.36340116767678399 0.4025474406662396 0.22597678482998163 0.38864933938020829 6.6494410148588941 0.70452448917785659 3.2756102352868721 leaf_count=1034 212 604 836 243 43 100 80 385 574 642 239 30 767 49 99 43 76 105 88 90 54 112 33 12 14 9 20 13617 188 149 internal_value=-0.000551148 -0.0174495 0.00159018 0.00842329 0.0102173 -0.00482301 -0.0132797 0.0166153 0.0289635 -0.0315284 -0.00285709 0.00514283 0.0114277 -0.0258578 0.0106016 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0.619903 threshold=-0.0095975617878139002 0.074891038239002242 -0.0028916648589074607 0.0088348928838968294 0.026249224320054058 0.012998780235648157 0.0014306817320175471 0.017527934163808826 0.014449049253016712 0.025433228351175789 0.013085336424410345 0.010280900169163944 0.012386843562126161 -0.0017908134032040832 -0.0038312819087877865 -0.019026133231818673 -0.0061682064551860085 0.0077763167209923276 0.0025491291889920835 0.0097702499479055422 0.0073290220461785802 0.0095498184673488157 0.036006879061460502 0.019358199089765552 0.01951581705361605 -0.0051342232618480912 0.019355080090463165 0.021852829493582252 0.0092475758865475672 -0.04593012481927871 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 12 -3 9 10 15 -4 -11 -1 -14 17 18 -17 -6 -5 26 -8 28 -2 -15 25 -20 -7 -12 -13 -29 right_child=22 6 3 7 14 19 20 -9 -10 11 27 21 13 23 -16 16 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.023647562464171171 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1.3062829416594439 5.1527653353114147 0.6116152447357307 1.3862346427922601 0.77424346655607224 3.3102620540303178 0.25265727343503375 4.4707511008891743 1.0392079274461137 1.0782543663517574 0.75070247612893581 0.47361368627753109 0.64555649238172907 0.71129926526918985 leaf_count=375 7493 6529 136 225 19 16 66 1292 148 376 32 116 19 113 52 207 1133 283 31 123 48 776 13 344 84 221 44 16 180 37 internal_value=-0.000543077 0.00294555 0.00706947 0.000342564 0.0185791 0.00716009 -0.0318825 -0.00731119 0.0206927 -0.00227984 0.00441062 -0.0143457 0.018764 0.0280435 0.0356454 0.0115691 -0.0179089 0.0418545 0.0220825 -0.0215273 0.0152289 -0.0274813 -0.0428266 0.0350121 0.00239297 -0.0171788 0.00593448 -0.0190759 -0.00652289 0.00655396 internal_weight=51.5887 47.6568 42.6112 26.8932 15.718 9.41711 5.04551 19.543 7.35019 16.7692 4.44933 8.96153 6.70498 5.50131 6.30093 7.80768 2.05257 5.75132 5.75511 2.71213 1.07305 5.68196 3.93195 4.98541 2.72908 1.68987 1.3259 2.34154 2.3717 1.18491 internal_count=20547 13041 6398 5010 1388 1034 6643 4641 369 3349 221 1448 851 476 354 1901 1340 302 561 183 114 1072 7506 457 336 252 60 85 296 53 is_linear=0 shrinkage=0.05 Tree=109 num_leaves=31 num_cat=0 split_feature=76 247 5 60 197 368 156 349 378 166 287 324 217 275 336 204 285 89 155 206 141 173 14 99 296 354 110 287 124 161 split_gain=2.89028 2.6194 1.36433 1.44713 1.3738 1.3038 1.41934 1.26346 1.25172 1.18125 1.23974 1.13185 1.11979 1.00102 0.974374 0.900115 0.956886 0.848268 0.916594 0.812983 0.725767 0.894169 0.723631 0.688314 0.686708 0.686197 0.676636 0.629025 0.608369 0.58461 threshold=-0.011787408962845801 0.074891038239002242 0.012459731195122005 0.020980386063456539 0.0065391683019697675 0.024441814050078395 -0.00061494662077166129 0.020675046369433406 0.020378062501549724 0.00098597345640882871 0.0038175313966348772 0.029998645186424259 0.0062833230476826438 0.0094100041314959543 -0.048458866775035851 0.019555476494133476 0.028550828807055954 0.012838601134717466 0.0122060663998127 0.0082266251556575316 0.009081388823688032 -0.005443872418254613 0.0030680962372571234 0.04334367252886296 0.018569099716842178 0.022460413165390495 0.010222335811704399 0.013839818537235262 0.019993728026747707 0.0017962956917472186 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 6 9 17 29 25 -11 -3 22 -6 -10 16 -15 18 -7 -1 21 -12 -2 -19 28 -4 -8 -17 -16 -5 right_child=12 11 3 8 13 7 26 -9 14 10 20 -13 -14 15 24 27 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034558691413760112 0.039734898396153087 -0.041962774112784866 -0.047350335244666371 -0.0073347877566349992 0.034817094850031191 -0.045820325245179823 -0.039401484391454987 0.053009093211411541 -0.037291744119438072 -0.041209413552053362 -0.036341614326679338 0.025101552413422136 -0.046272063474938452 -0.037277109275007672 -0.022958445722001824 -0.048383332064550609 0.040366315613969493 0.035094274879235311 0.021243469917622222 0.04698749741299757 0.042895941933246355 0.038431709619453802 -0.039100574095878929 -0.041147380719123376 -0.018796482936988566 0.0095863933972136824 0.01796387491088906 0.020963119590598774 0.036932330048926869 0.04851205997664406 leaf_weight=0.32641358848195334 0.72462182835442834 3.9986135876097242 0.99944767169654225 0.54687313060276066 1.9927121894434092 0.75443893973715459 2.1278252166521336 0.54497415525838722 1.1699290670512708 0.62934263588977035 0.74642368100467138 0.74660893497639325 4.3656314963591285 0.57931364758405868 0.51016451514442485 1.4865188276453407 1.2596519569633526 0.31443310872418795 1.5692777780641334 4.8031601407856215 4.4609424291411415 0.86103487943182677 0.48651404184056446 5.0591947869979776 1.1349813020788131 1.1246534693054853 0.6777755245566367 0.41923294539446931 2.511157134314999 3.2743339197768364 leaf_count=30 51 6450 20 21 196 180 282 16 337 143 27 111 8732 333 89 609 202 17 99 338 259 44 181 1037 226 37 42 52 236 150 internal_value=-0.000533447 0.0037073 0.00788549 0.00222626 0.0229968 -0.00534991 0.00543365 -0.0205623 0.018683 0.0152852 0.0255887 -0.0314109 -0.034471 0.00618718 0.00301676 -0.00904793 0.015907 -0.0257712 -0.00053007 0.0417984 0.0325162 0.0037107 0.00806664 -0.0366862 0.0143629 -0.0172039 -0.0255432 -0.0331283 0.0268195 0.0405195 internal_weight=50.2062 44.6294 39.8842 29.0172 10.867 19.8698 11.6274 8.24232 9.14744 8.82184 6.69774 4.74522 5.57677 5.73743 5.32623 3.74472 1.83897 7.69734 2.32372 5.12957 6.0684 1.60746 1.21114 5.37363 4.1563 2.1241 2.8056 1.90575 3.02132 3.82121 internal_count=20547 11583 5022 3262 1760 2203 854 1349 1059 530 473 6561 8964 1392 888 1196 535 1333 279 368 330 71 232 1054 551 57 324 661 325 171 is_linear=0 shrinkage=0.05 Tree=110 num_leaves=31 num_cat=0 split_feature=36 18 300 372 144 17 16 381 29 329 144 313 126 189 336 90 224 377 235 335 39 364 94 342 34 233 265 86 53 249 split_gain=2.81384 2.16811 1.46642 1.45091 1.62087 1.59524 1.37301 1.29606 1.2903 1.13892 1.13209 1.11396 0.983725 0.947021 0.939549 0.915021 0.783195 0.775597 0.728254 0.717255 0.693808 0.674513 0.650088 0.644637 0.626581 0.711763 0.621966 0.614323 0.575391 0.557066 threshold=0.022793600335717205 0.019498827867209915 0.0040747274179011592 0.081364322453737273 0.0076047729235142478 0.022732648067176345 0.014900876209139826 0.0060200542211532601 0.025270219892263416 0.0051488350145518788 0.0046249011065810927 0.024291981942951683 0.0013946294784545901 0.011269930750131609 -0.036593480035662644 0.02233039774000645 0.0093907900154590624 -0.0013681703130714593 0.0036915456876158719 0.027792379260063175 0.042934365570545203 -0.0040096533484756938 1.0000000180025095e-35 0.0037505726795643572 -0.0042891944758594027 0.030439321883022789 -0.047352086752653115 0.030591174960136417 -0.0019281760905869303 0.021763465367257599 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 18 5 8 6 14 29 9 13 20 17 -10 -5 23 16 -7 -11 21 -8 -3 -2 -19 -1 -9 -26 27 -23 -21 -6 right_child=2 10 -4 4 7 15 19 24 12 11 -12 -13 -14 -15 -16 -17 -18 22 -20 28 -22 26 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.014850333579195758 -0.050743389953794682 -0.028278252807408744 -0.04804762289930134 0.040332344942703872 0.041855764476606896 -0.035714094272394269 0.040584412530618709 0.045137548898272914 -0.031414651559946279 0.046584207863575061 -0.047682670421640712 0.032438842997582519 0.038852967244012618 -0.031348983184814425 0.035023459688260004 0.039726139843350772 0.030995803504470634 0.038349462300492687 -0.0455043085724052 0.03352396232245252 0.042381507935876334 0.038602050661997414 -0.035278742660816896 -0.043335094611176607 -0.034466218197656412 0.049617916006736235 -0.03646639207909258 -0.051009728531092716 -0.047555429505246348 0.0069509570344592018 leaf_weight=0.5289091174490731 0.42933335289126295 0.68538292462471762 4.1990550836926559 1.8263228687283137 8.2299388126411923 1.0387075055041348 1.2215558769239581 0.47785328055033494 0.59032253106124644 0.34434397052973409 2.7940323403890943 0.94795907722436812 3.1877467567101121 0.61625088495202351 0.48751603334676463 2.3908295646251645 0.76329278846969817 0.31897030677646476 0.85450139563181426 0.34743526758393273 0.70449567126343027 1.7916567707143269 4.9868110232346226 4.760529353399761 1.4197455282555882 0.30590779852354888 0.44231663583195668 0.21410719014238555 0.59109094610903401 1.3274520050326817 leaf_count=30 77 32 10141 108 599 123 68 29 19 22 5113 54 232 49 31 154 53 13 614 18 28 174 329 1759 225 11 272 35 43 92 internal_value=-0.00052272 0.00476341 -0.0277789 0.00865016 0.0156332 -0.0055 -0.0186789 0.0290379 0.0033346 -0.00692022 -0.0293388 -0.0177179 0.0278737 0.0222475 -0.0313953 0.0194477 -0.00745706 -0.0261331 -0.00497303 0.01533 0.00753746 0.00706348 -0.0308524 -0.0375169 -0.00553011 -0.0195606 0.0172014 0.0290364 -0.0175405 0.0370077 internal_weight=48.8244 40.8934 7.93097 36.7095 24.5796 12.1299 7.93704 11.7609 12.8187 9.04066 4.18391 6.59808 3.77807 2.44257 5.77695 4.19283 1.802 5.65013 3.73192 2.16008 1.38988 2.87741 5.30578 5.28944 2.20351 1.72565 2.44808 2.00576 0.938526 9.55739 internal_count=20547 9234 11313 4061 1782 2279 1949 956 826 575 5173 418 251 157 1820 330 176 364 1172 129 60 558 342 1789 265 236 481 209 61 691 is_linear=0 shrinkage=0.05 Tree=111 num_leaves=31 num_cat=0 split_feature=303 76 41 5 249 325 372 287 90 206 364 147 368 248 378 284 18 297 296 56 305 150 124 62 297 135 273 262 265 56 split_gain=2.67365 1.90357 1.65046 1.37322 1.10403 1.03933 1.5618 1.01385 1.22191 1.38819 0.989304 1.25183 0.933581 0.89293 1.01628 0.870674 0.824526 0.801982 0.77215 0.715038 0.714865 0.68566 0.680168 0.576009 0.565904 0.530662 0.516977 0.509045 0.482675 0.604351 threshold=0.012491775676608087 -0.0095975617878139002 0.010723818559199573 0.017453978769481186 0.01175158564001322 0.0062650186009705075 0.080493792891502394 0.014418117236346008 0.022439542226493362 0.01173495873808861 0.0024713114835321908 0.020900487899780277 0.024370423518121246 0.010678545571863653 0.019614186137914661 0.012197216507047417 -0.0018895628163591025 0.020934179425239566 0.016902238130569461 0.0043208238203078517 0.021917455829679969 0.0087195793166756647 0.035925338044762618 0.015744263306260112 0.019280925393104557 0.053853737190365798 0.0041116275824606427 0.010666201356798412 -0.052850309759378426 0.0076513162348419437 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 15 7 10 6 -6 8 18 17 12 -12 19 -4 -15 23 -7 -10 21 -5 -3 22 -1 -2 -8 -13 -16 -23 29 -25 right_child=2 20 13 4 5 16 24 -9 9 -11 11 25 -14 14 26 -17 -18 -19 -20 -21 -22 27 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.032194662633700681 -0.047243330977359735 -0.05020871662523016 0.039773506693211752 0.042270252187934114 -0.035304889585552439 0.025371835539057544 0.044691878549628007 0.040699760965187369 -0.045170928099725463 0.040046650886398846 -0.035716252372836231 0.044415829111231181 -0.035021126062922257 0.035899831894130756 -0.043830635949940043 0.026124751155372713 -0.034796551646710944 0.047943405400896866 -0.032085120296473653 -0.039236998822868088 0.026927774155869489 -0.037823073011432368 -0.053375498864477372 -0.052296053036778624 -0.0075646390302218994 -0.0082770762546986471 0.023768818926235339 0.03494853953276511 -0.039778335051581619 0.024339155690734637 leaf_weight=2.2624833447625852 5.1681744379893626 1.8938895318715361 1.30922410878702 1.0247040722169942 1.4131622424465589 0.6526714403007644 1.8566416199610105 4.3432194712804622 0.86918448194046483 4.7997944327653386 0.6783724971464834 3.6395715840626508 1.6163970147899815 0.81448949717741959 1.5037625469994962 0.57604337879456569 4.4620763592101866 0.31506784012890421 1.738154360980843 0.36489505588542659 0.35697612346848462 1.0287970592180498 0.2587890910799614 0.35464730070089012 0.71860962171922427 0.55001468711998303 0.34834758695797052 0.31355044615338545 1.3102344805374739 0.9368454072100576 leaf_count=197 9709 4514 223 56 170 52 119 315 171 419 241 211 228 84 947 36 224 67 332 29 24 570 10 62 44 25 56 65 1293 54 internal_value=-0.00051465 0.00650965 -0.0205567 0.00955253 -0.000341279 -0.0121997 0.00693239 0.0200973 0.012374 0.0280845 0.0133684 0.0272955 -0.00918528 0.00595635 -0.0106469 -0.0331869 -0.0271187 -0.0203981 -0.00440863 0.0208673 -0.0379753 0.00804239 0.0234115 -0.0375842 0.03011 0.0374982 -0.0311164 -0.0208248 -0.0183968 0.00329493 internal_weight=47.4788 35.157 12.3218 32.9062 16.9771 9.10316 3.98841 15.929 11.5858 5.98405 7.87395 4.86796 3.006 3.97582 2.6666 8.34595 5.11475 1.18425 5.60177 1.3896 2.25087 3.86362 2.52127 7.7699 2.57525 4.18959 1.85211 1.34235 2.60173 1.29149 internal_count=20547 8083 12464 3545 1399 609 333 2146 1831 657 790 477 313 1310 1087 11154 276 238 1174 85 4538 842 207 11118 163 236 1003 635 1409 116 is_linear=0 shrinkage=0.05 Tree=112 num_leaves=31 num_cat=0 split_feature=36 18 345 160 97 336 343 337 290 74 260 174 305 191 295 360 140 70 197 369 284 6 266 202 280 25 136 269 314 178 split_gain=2.55925 1.54296 1.32603 1.21514 1.50249 1.22661 1.12332 1.07099 0.933453 1.09615 0.883893 1.02299 0.830553 0.818228 0.809352 0.832436 0.770468 0.761322 0.738512 0.672475 0.671955 0.668344 0.666757 0.661926 0.783681 0.661479 0.615238 0.603976 0.713394 0.577153 threshold=0.019673621281981472 0.019498827867209915 0.0010740786674432459 0.014514119364321234 -0.040275542065501206 -0.035286063328385346 0.025323859415948394 -0.011679092887789009 0.011655623558908703 0.0087627470493316668 0.0081839035265147703 0.0055740799289196738 0.015047808643430473 0.012655610684305431 0.040345065295696265 0.021083009429275993 0.02380413189530373 0.024928187020123008 0.013600883074104788 0.001689041266217828 0.0057139769196510324 0.033333679661154754 0.011269428301602604 0.012832780834287407 0.016938040964305404 0.019307748414576057 0.015966478735208515 0.01574601233005524 0.0020218818681314592 -0.0059285603929311028 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 25 8 5 6 13 14 9 -1 11 -4 -3 20 15 16 -6 23 -13 -9 -5 -10 -15 24 -8 -2 -7 29 -29 -23 right_child=2 12 10 4 7 26 17 19 21 -11 -12 18 -14 22 -16 -17 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.048607841577875871 -0.026864658163194652 -0.041641083636040244 -0.042530036367199632 -0.047822662087646572 -0.017734274456280775 0.039557577221901501 0.015924646016266839 0.02463405941929489 -0.013300549554230452 0.020854467995121188 -0.048155414990571049 0.033883825604296369 0.017427082547188454 0.048844620082432108 -0.052725626038857859 0.038941489260856582 0.037405093368155937 0.035880981716067559 -0.050905249093842635 -0.038680541864886855 0.036729993339356254 -0.023833636184708358 -0.020838628090924391 -0.042585749292475973 -0.037282115982194025 0.02162383715097016 -0.018064261668207484 -0.035538630042174932 0.043627684092001656 0.05113604498264817 leaf_weight=0.82636154888314051 1.0678334734984658 2.4274645875557321 1.4824059810925976 0.80032313329866001 1.5565367215312984 1.7265500959474587 1.358548515243456 0.63647055008914577 0.66738901025382791 1.8162624174146911 4.362905708301696 1.2018610195227664 0.78839624495594751 1.3531115776859222 0.32395130454097021 5.4897067454876378 1.0683856875111812 0.46459572087042023 0.32660174406191789 1.2295502065680919 0.3326415903866291 0.27169102407060464 0.45997689073556092 4.256486312195193 1.410685120441485 2.060718424312654 0.63310980657115568 0.53373896237462737 0.60956882103346288 4.658858734590468 leaf_count=112 305 3261 1742 120 51 94 163 18 64 236 10763 557 80 69 24 371 68 29 487 38 14 13 24 477 702 294 25 17 35 294 internal_value=-0.000505671 0.00587695 -0.022202 0.00914751 0.00298405 -0.00845901 -0.01582 0.0171938 0.0243203 -0.000866739 -0.0337746 -0.0129361 -0.02716 0.0103363 0.0247738 0.0278677 0.00470834 -0.0261076 0.0157661 -0.0170849 -0.0229978 0.0341939 0.0311661 -0.0302068 -0.0111796 0.0050738 0.0240973 0.0394125 0.00666988 0.0470049 internal_weight=46.2027 35.7004 10.5023 32.4845 23.1006 12.796 10.4364 10.3046 9.38387 2.64262 7.37377 3.01087 3.21586 2.94605 8.43858 8.11463 2.62492 7.49032 1.52846 1.86602 1.13296 6.74125 1.81309 7.02572 2.76923 3.12855 2.35966 6.07386 1.14331 4.93055 internal_count=20547 6399 14148 3058 2287 1717 1598 570 771 348 13549 2786 3341 227 514 490 119 1371 1044 56 134 423 93 1342 865 599 119 359 52 307 is_linear=0 shrinkage=0.05 Tree=113 num_leaves=31 num_cat=0 split_feature=163 57 279 378 283 14 349 236 9 378 214 66 164 34 307 285 60 152 133 172 162 83 337 42 106 137 273 381 41 245 split_gain=2.43055 1.53443 1.52027 1.56171 1.29616 1.16747 1.13781 1.40551 0.994261 0.946609 0.937713 0.903752 0.841172 1.13575 0.969009 0.815521 0.801141 0.786907 0.738963 0.7086 0.699555 0.615027 0.611228 0.592773 0.573493 0.574874 0.554334 0.537416 0.523449 0.50593 threshold=0.0024708876153454189 0.09255163744091989 0.012172878719866278 0.020306228660047058 -0.0068564943503588429 -0.0011130186612717805 0.0017148752813227477 0.010409047827124597 0.024819467216730121 0.017686239443719391 0.0083520640619099158 -0.0012637103791348634 0.00044038891792297369 -0.0027949687791988249 0.0070032977964729079 0.028722721152007583 0.021303166635334495 -0.00039532780647277827 0.012435069773346187 0.014071567449718715 0.0046562007628381261 0.012149058748036625 -0.012368575204163788 0.010699087288230659 0.0025392202660441403 0.02028870023787022 0.0043938357848674068 0.0044222106225788602 0.010849346872419121 0.022908484563231472 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 10 6 22 21 8 11 27 15 -2 19 20 14 -14 -1 23 28 26 -8 -12 -6 -5 -13 25 -20 -7 -4 -3 -26 right_child=1 17 3 4 5 18 7 -9 -10 -11 12 16 13 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.050168970829707074 0.040359367247523419 -0.050664284251939508 0.040884087790163753 0.043829984669337047 0.023713602780777079 -0.045438093119936906 -0.038829491301693275 0.039187750173453717 -0.034791604732504866 -0.045734486077954099 -0.026744516972228849 0.010794840389853943 -0.020628374490188527 -0.037005831610686019 0.045390959027670631 0.041822988294123987 0.041164259562779262 -0.045921051033562026 0.030321440055322571 0.050094641306063975 0.035790753918799129 -0.046452740177141821 -0.029864799420150308 -0.042398779134172365 -0.042667816061272665 -0.039029031530198204 0.051411109121467839 -0.031031791298875979 0.049209639977837061 -0.0019791217502894303 leaf_weight=0.37985453233704791 4.0930722224002221 0.19043495600635685 0.94074764926336063 1.3109828471933722 1.9350574101263167 0.21272468107054265 0.27726532515953284 4.891412068362115 2.0663217073015403 3.7699369468173245 0.51647630019579116 0.74263902520760794 0.96404786768835116 1.6541485021298283 1.3125314917706417 0.65869898544042371 0.52524742054811202 2.2099870120291589 0.67975357521208735 1.1667531401908489 3.3345891282369848 0.37240701125119802 0.35825379955349212 1.7767585748370036 5.9747280469309771 0.53323570571956225 0.48369960780837573 0.35887725897191558 0.42172321498219389 0.87599378546292417 leaf_count=964 419 48 69 128 222 51 15 387 107 11236 80 35 38 404 95 223 52 1630 71 118 292 13 21 104 3459 67 13 31 22 133 internal_value=-0.00049581 0.00352462 0.0062102 -0.000675222 -0.0130576 -0.019252 0.0116982 0.0206471 -0.0132402 -0.0340906 0.020986 0.000442828 0.0107959 -0.00547553 0.0174342 0.00817661 -0.0150081 -0.0320254 -0.0275865 0.0330204 0.027404 0.0123893 0.0280135 -0.026719 -0.0318542 -0.000165348 0.0218283 0.0210253 0.0181401 -0.037465 internal_weight=44.9884 40.1799 37.3577 25.4829 12.7368 11.0676 12.746 9.38008 3.36595 4.80849 11.8749 4.48866 7.78179 3.93073 2.27658 1.03855 3.04465 2.82215 8.76014 1.44402 3.85107 2.30746 1.66924 2.5194 8.06371 1.21299 0.696424 1.29962 0.612158 6.85072 internal_count=20547 8124 6424 5096 4178 4029 918 711 207 12423 1328 324 909 537 133 1187 191 1700 3794 133 372 235 149 139 3730 138 64 100 70 3592 is_linear=0 shrinkage=0.05 Tree=114 num_leaves=31 num_cat=0 split_feature=76 303 317 247 313 46 346 368 279 11 337 124 17 306 348 254 140 375 256 296 237 204 139 156 34 269 176 355 285 147 split_gain=2.31273 2.12045 1.23674 1.20767 1.11968 0.993662 0.920395 1.01402 0.976571 0.90561 0.87176 0.863393 0.821526 0.749517 0.732652 0.721483 0.79896 0.713635 0.875223 0.680279 0.629858 0.609292 0.600238 0.572212 0.572185 0.590224 0.651814 0.567263 0.56533 0.526712 threshold=-0.0095975617878139002 0.013992056716233494 0.01994119863957167 0.070631522685289397 0.024209274910390381 -0.00040814800013322378 0.015002786647528412 0.023599281907081607 0.0061869660858064899 0.0057160397991538056 -0.016812216490507122 0.029974622651934627 0.023425187915563587 0.019040763378143314 0.018457218073308471 0.0054021403193473825 0.030022853054106239 -0.0040977597236633292 0.033429559320211417 0.019017632119357589 -0.00035527099680621172 0.017377001233398918 0.036006879061460502 0.0042262692004442224 -0.0022279636468738313 0.012237677350640299 0.0041231480427086362 0.0087247607298195379 0.02499581873416901 0.037631321698427207 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 10 11 -9 20 19 12 15 -7 -13 -8 -17 29 23 -1 -10 -15 -2 -19 25 -11 -27 -12 -4 -6 right_child=22 3 28 -5 17 13 7 8 9 24 27 14 -14 21 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.039887858508780169 -0.048085529568613443 0.038538031848113968 -0.025075000394641341 -0.04368899923810049 0.022538407188819387 -0.039817784690954122 -0.020883911289395287 0.029388106725524499 -0.038744424379119825 0.01941166460911263 -0.031411424316765933 0.033986087085377779 0.047079968282796147 0.031855064822228711 -0.038706507765189288 0.030419266416510684 -0.035654138233551215 0.043909491796309597 -0.030142121861329065 -0.0063836773334834387 0.030229436683472572 -0.029174902521428098 0.037424606293063968 -0.017212994628922576 -0.047438645219873093 0.052679974226336551 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-0.0227646 0.00484657 0.0189903 0.023768 0.0311625 0.0283589 0.00906144 0.00684917 -0.0420189 0.0382196 -0.0338336 -0.0159543 -0.032373 -0.015413 0.0335305 -0.0165419 internal_weight=43.7726 40.659 32.8556 7.80339 28.6364 4.49915 22.651 16.8513 8.37055 7.43671 5.79968 8.48075 6.45621 3.44269 2.02454 4.95627 3.19824 5.98538 5.05759 4.24595 1.55604 1.69095 3.11355 4.5355 5.88066 2.54116 1.73547 1.55373 4.21926 0.927785 internal_count=20547 13041 4300 8741 3945 1629 3400 2877 2274 2153 523 603 497 1466 106 395 314 545 474 357 206 417 7506 428 1947 226 159 166 355 71 is_linear=0 shrinkage=0.05 Tree=115 num_leaves=31 num_cat=0 split_feature=36 18 300 160 97 95 374 154 144 379 322 295 284 278 378 205 135 335 51 49 235 300 32 147 39 364 272 136 140 143 split_gain=2.25433 1.6633 1.22341 1.20082 1.43459 1.4296 1.10257 1.06064 1.00161 0.940382 0.821785 0.81057 0.781991 0.78766 0.738616 0.729344 0.709424 0.980996 0.708576 0.691942 0.611228 0.593777 0.631124 0.591584 0.583663 0.582396 0.574157 0.540543 0.521929 0.512497 threshold=0.022793600335717205 0.019498827867209915 0.0040747274179011592 0.014514119364321234 -0.046705653890967362 0.0068932862486690291 0.0017262324690818789 -0.10553937777876853 0.0046249011065810927 0.019789727404713634 7.3863222496584071e-05 0.040345065295696265 0.0020573213696479802 0.031786605715751655 0.025847692042589191 0.017404913902282718 0.052377365529537208 0.027093356475234035 0.0034112296998500828 -0.0036427393788471814 0.0036915456876158719 0.013440866954624655 0.0071950731799006471 0.041250232607126243 0.042934365570545203 -0.0040096533484756938 0.018004374578595165 0.0042744975071400413 0.030348611064255241 0.036285068839788444 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 20 7 12 6 -6 -1 24 18 -9 14 13 27 -11 -8 23 -18 -7 -16 25 -20 -23 -12 -3 -2 -15 -5 -27 -14 right_child=2 8 -4 4 5 9 15 10 -10 11 16 -13 29 26 19 -17 17 -19 21 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.034781944089916216 -0.050661025540626931 -0.026963220104626304 -0.04779455038830719 0.028058354939752679 0.039065251970299281 0.043618684403976531 -0.029491616560488293 -0.026589281667105447 -0.047199152560081621 0.040162168986097389 0.045861626138627848 -0.052408302851960499 -0.039865897619724672 0.035626390365224456 0.046377719082229929 0.050946878294244671 0.034620963315619237 -0.036777368252163899 -0.028262851212206432 -0.032991892825553912 -0.045156991833480209 -0.032560929092154293 0.040425846168551292 -0.011698303412312476 0.041817457196641102 0.027905527407010147 -0.039977626419221632 -0.044027365158016363 -0.036003909007675527 0.030583548068733285 leaf_weight=0.72732792506576416 0.38008880245615762 0.59824493365886089 3.4527391630399507 0.28088504789047819 5.0400249350932489 0.48140112403780033 1.139305173885077 0.63625496801978254 2.3302611138788052 2.390271467273124 5.4637750750844134 0.38516955776140083 0.33711834475980129 0.72055816109059356 0.40652114152908325 0.37441142089664925 1.2391120101383424 0.78643557149916876 4.358522524125874 0.84619842961546943 0.74107973690843199 0.49564883718267061 0.73600646248087287 0.48610649746842671 0.63670855222153477 1.7799035604402886 0.38545286867883988 3.507435672057909 0.38934495592548035 1.1020930935919748 leaf_count=243 77 32 10141 64 387 31 128 118 5113 131 494 22 63 39 16 24 96 31 179 52 614 18 44 17 28 234 51 1711 247 102 internal_value=-0.000478568 0.00450494 -0.0270039 0.00807954 0.00193708 0.00964014 0.0278261 0.0231986 -0.0279062 -0.00216075 0.0280955 0.0165704 -0.0183174 -0.0278446 0.0238634 -0.00959549 0.0324581 0.00689997 -0.0145879 -0.00723559 -0.00518761 -0.0196003 0.0110541 0.041159 0.00849823 0.00643129 0.00927784 -0.0386826 0.0164348 0.0140816 internal_weight=42.6344 35.8913 6.74316 32.326 22.987 16.6535 6.55374 9.33901 3.56521 10.0997 8.61168 4.02816 6.33354 4.89433 3.64299 1.51372 7.97543 2.02555 6.07158 1.25272 3.29042 5.59018 1.23166 5.94988 1.23495 2.54934 1.10601 3.78832 2.16925 1.43921 internal_count=20547 9234 11313 4061 3062 1032 539 999 5173 493 756 221 2030 1865 199 152 638 127 272 68 1172 241 62 511 60 558 90 1775 481 165 is_linear=0 shrinkage=0.05 Tree=116 num_leaves=31 num_cat=0 split_feature=197 48 5 154 60 247 3 45 269 364 34 96 196 206 249 345 49 122 0 207 324 219 78 16 365 291 286 179 372 383 split_gain=2.1435 2.2142 1.32166 1.30369 1.59908 1.16851 1.01699 1.16547 0.89914 0.887516 0.859883 0.814447 0.910922 0.784629 0.724916 0.681851 0.797604 0.626856 0.581894 0.568449 0.639391 0.602886 0.548745 0.566734 0.538971 0.508837 0.478885 0.472502 0.409225 0.395182 threshold=0.0063870516605675229 0.013786688446998598 0.012459731195122005 -0.083753194659948335 0.021199238486588005 0.073759239166975035 0.018733521923422817 0.010895331855863334 0.010331183671951296 0.00076929194619879137 -0.007299482822418212 0.005258579272776843 0.0084722437895834463 0.0073123895563185224 0.011110276915133001 -0.0004989644803572445 0.0013582259416580202 0.017525397241115574 0.012001057621091606 0.013942853081971409 0.028198330663144592 0.012351915240287782 -0.00043195520993322129 0.017974068410694603 0.0089087686501443403 -0.011076700408011673 0.071715697646141066 0.0014306817320175471 0.071011111140251174 0.0023932929616421465 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 13 9 14 6 8 11 -2 -4 -9 26 -13 -1 24 16 -12 -3 19 20 21 -10 -16 -24 -5 -15 -8 -7 -14 -17 right_child=1 17 3 4 -6 27 7 10 18 -11 15 12 28 25 22 29 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.036970027942281533 0.04105656179184191 -0.043860204516561647 -0.026942692088588113 0.042803496059598774 0.036947709900482788 -0.04969553957971503 -0.030088497153640998 0.029038505784198379 -0.042393179425636307 0.038157272273571213 0.034900072583666973 -0.031648888565277943 -0.031226176128259831 -0.033254779727646816 -0.040305939394499571 -0.038449473703378541 -0.051513132057495942 0.015189293587637202 -0.033413772244237715 0.038884836567126484 0.043138972933831725 0.034898967552877413 -0.023295360488291825 0.050171450488665836 -0.040932837360601458 0.04504596316288273 0.044199071857011413 0.0048875539791939362 0.040715413180407362 0.050043964762438109 leaf_weight=0.34483775826811225 2.5688548385514975 4.7624323241616358 0.62434840538480729 0.67000335488410101 1.5115213677781865 1.6512605977768537 1.369122230753417 0.77063211397035392 0.99514943899703279 3.2427306833997136 0.80659103475045746 0.60512508999090675 0.21278004985651966 0.21798881460563269 3.2590339378657505 4.468236357133712 0.39919327886309475 0.49627883768698655 0.85624384573020496 1.2687880482699254 0.50767504615942005 0.3379775220528245 0.88030176331813093 0.37404350179713219 0.26944802229991183 4.3060408674646169 0.25778633727168188 0.52176696789683763 2.7837485567142721 0.12982339640439011 leaf_count=100 190 11081 78 55 125 2560 1371 58 48 333 49 35 81 227 215 2544 52 71 93 85 33 44 43 26 19 405 35 104 376 11 internal_value=-0.000469364 -0.00934229 0.0140941 0.0043678 -0.00855824 -0.00192108 0.00218715 -0.00657418 0.018012 0.0276467 -0.0205857 0.0110441 0.0243071 0.0357315 -0.0211725 -0.0271748 0.00629166 -0.0382875 0.00308494 0.0131351 -0.00461315 -0.0227979 -0.0294899 -0.00138769 0.0187867 0.0412731 -0.0183175 -0.0365896 0.0356069 -0.0359509 internal_weight=41.4698 25.7695 15.7003 10.8314 6.96435 20.5108 18.3377 11.803 6.53469 3.86708 6.57448 5.22856 3.60165 4.86887 5.45283 5.80384 1.20578 5.25871 3.96583 3.10959 1.8408 1.33313 4.51338 1.25435 0.939451 4.52403 1.62691 2.17303 2.99653 4.59806 internal_count=20547 18921 1626 894 483 7769 5105 4612 493 411 2714 1898 492 732 358 2656 101 11152 303 210 125 92 284 69 74 632 1406 2664 457 2555 is_linear=0 shrinkage=0.05 Tree=117 num_leaves=31 num_cat=0 split_feature=36 345 368 84 24 34 25 337 143 247 204 199 227 166 277 127 45 314 242 80 149 40 105 348 289 167 48 27 16 60 split_gain=2.05887 1.31422 1.02241 1.06905 1.20726 0.977883 0.957042 0.915455 0.887091 0.838381 0.836607 0.79332 0.789584 0.7606 0.755823 0.66759 0.625192 0.668209 0.609862 0.532766 0.527335 0.514603 0.699965 0.510549 0.539628 0.504119 0.495175 0.487085 0.472802 0.472113 threshold=0.015815334394574169 0.0065583307296037683 0.023954967968165878 0.040579903870821006 0.012967918068170549 -0.00069865776458755125 0.017329087480902675 -0.011425693985074757 0.041124707087874419 0.073759239166975035 0.0090515799820423144 0.030729684978723529 0.010097408201545479 0.018733845092356208 0.014020781032741072 -0.00052135437726974476 0.014299291651695968 0.0031589410500600938 0.022339026443660263 0.016417134553194049 0.015943737700581554 0.0062214010395109662 -0.017308458685874935 0.020620174705982212 0.0066527004819363364 -0.0033826133003458376 0.015372079797089102 0.0012012639199383559 0.025067578069865707 0.011908818967640402 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 15 14 8 11 18 13 -7 -4 27 16 -3 -5 26 -18 19 -1 -13 22 -14 24 -21 -6 -2 -8 -17 -29 right_child=1 5 3 4 25 10 12 -9 -10 -11 -12 20 21 -15 -16 28 17 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.018650837846400311 0.032062267834733031 0.031246432548657957 0.037955939081218762 0.02385138299720118 0.016321020140000354 0.033383329843972895 -0.029947983335391223 -0.034955126279464392 0.039044634330986129 -0.050163350473881485 -0.04600956650398827 -0.049402378692109498 -0.025030268488216618 -0.036796835830389986 -0.050724137997537402 -0.047299398712189883 -0.034048513118670125 0.041450398293138055 0.036322582677057617 -0.024252560605070885 0.041813800825794029 0.04783620948429175 0.033381666448479307 -0.048294043095089369 0.040965085351648001 -0.035488941880661068 -0.019843850808193016 -0.037502533688665872 0.052482586269833278 0.037470173087241952 leaf_weight=0.84233578434214296 3.0788858368468923 0.93827394334948422 3.0058979071473009 2.3142690147360558 0.52781690684787452 0.35451705487503371 0.81625493883620803 0.72021418501389955 1.2055766618577761 0.7586755694792372 5.1820968804095173 0.49513388174818818 0.67088184581371058 0.89946029493876256 0.40157976935734041 0.65342204460466735 1.1056006859580518 0.39877636794699345 0.63318059389712278 1.2258534628781492 0.23301252548117191 3.737056398531422 2.1776566957851173 1.4145601029740644 0.42789210914634157 4.2503093284467468 0.5400713287963298 0.27265622303821124 0.14507590141147375 0.91347642743494362 leaf_count=55 456 241 479 422 259 47 45 70 71 1488 13175 71 28 508 550 148 329 57 49 52 11 287 183 122 64 784 375 49 4 68 internal_value=-0.000459679 -0.016248 0.00762185 -0.00292581 -0.0139805 -0.0316504 0.0167039 0.016658 0.000915582 -0.000629753 -0.0409259 0.026613 0.0272737 0.00560986 0.00667829 0.01025 0.0130548 -0.0140355 -0.0092009 -0.0165717 -0.0202125 0.0356335 0.0196246 -0.0262413 -0.00737807 -0.0297657 0.0243161 -0.000220921 -0.0291704 0.0202362 internal_weight=40.3405 13.6579 26.6825 12.3452 7.89089 6.87647 14.3374 4.45426 5.7494 6.78147 5.53661 3.73404 8.58798 6.02279 1.33985 3.11277 5.12333 1.50438 4.54382 3.91064 0.728146 6.58559 2.84854 3.06831 1.65375 4.77813 3.61896 2.00239 0.798498 1.18613 internal_count=20547 17226 3321 2248 1617 14013 1073 631 413 3213 13222 561 660 1725 791 574 1217 386 342 293 82 498 211 238 116 1043 831 162 152 117 is_linear=0 shrinkage=0.05 Tree=118 num_leaves=31 num_cat=0 split_feature=76 303 143 247 119 57 46 141 302 191 239 108 81 70 202 346 258 158 43 302 343 205 205 336 213 236 11 139 36 192 split_gain=1.96755 1.76912 1.06195 1.01058 0.846572 0.86677 0.842957 0.835548 0.82447 0.80559 0.804794 0.785584 0.86699 0.769357 0.727959 0.908827 0.654322 0.647264 0.601999 0.588834 0.581238 0.564913 0.557228 0.555204 0.646577 0.588307 0.553877 0.52263 0.512548 0.743293 threshold=-0.0095975617878139002 0.013992056716233494 0.040959198027849204 0.070631522685289397 0.010126273147761823 0.07807862758636476 -0.00040814800013322378 0.0018593511776998641 0.021248268894851211 0.011319476179778578 0.012666195631027223 0.014716014266014101 0.013064548373222353 0.018159100785851482 0.01211870973929763 0.015156924724578859 0.0086645139381289499 -0.035396300256252282 0.016688981093466285 0.013495663646608593 0.030053279362618927 0.017404913902282718 -0.0004908455885015427 -0.042070699855685227 0.026200910098850731 0.0099010961130261439 0.0051170543301850566 0.036006879061460502 0.019673621281981472 0.0014101617271080615 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 7 9 -3 -1 10 19 -9 -11 -13 -7 22 -16 18 -8 -17 -6 -15 -19 -12 25 -25 26 -4 -2 -24 -30 right_child=27 3 23 -5 5 13 17 8 -10 11 14 12 -14 20 15 16 -18 21 -20 -21 -22 -23 28 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0404424767601246 -0.047855412307393159 0.036907348059472343 0.042732044372885566 -0.042912051250368725 0.021117823148644285 -0.0356421080097475 0.019239875732122103 -0.025782828855344636 -0.042431973734366718 0.04018995413399773 -0.051506948786573442 -0.051557843528306217 0.029557290710766272 0.046180455705505948 0.044741680463673383 -0.010799660529497062 -0.026610184409373669 -0.046169946160809321 0.05069188704996952 -0.038487302558438359 -0.017190879497724309 0.011134715558781106 0.044685553495323486 0.043483259976405772 -0.042379268000753485 0.03518320894055816 -0.036003094092989289 0.036240168391716808 0.028230243863637573 -0.051048611822269579 leaf_weight=0.73337427210936468 2.5005541700083991 0.95665468358492933 0.29568709715385944 2.8629267542128218 0.60743644807371122 3.4622535172675271 0.89197409257758442 0.99317346425959563 0.60632052583969276 2.0790777328074914 0.19302232986956092 0.62971547845518194 0.69079089545994066 0.58335208169592057 1.146544281102251 0.8856553318037188 1.8790537136083001 1.6430607760557898 0.72289347409969196 1.3035010172461623 0.95285850064828992 0.58255779281898856 4.1966324543755045 3.575892202876275 0.23357846532599058 0.99377349100541312 0.91323124365590047 0.19949083979008708 1.6383077958453212 0.36075910486397322 leaf_count=101 7493 163 21 7112 37 1349 86 215 156 284 53 22 48 52 122 54 173 1299 36 92 90 81 271 309 13 74 124 13 318 286 internal_value=-0.000451548 0.00258598 0.00789981 -0.0201463 0.00313246 -0.00763163 -0.00414907 0.011441 0.0144555 0.00643415 0.017326 0.0210347 -0.00912443 -0.0225755 0.0212102 0.00612333 -0.0065724 -0.0167475 0.0168351 -0.0195404 0.0068734 -0.0311704 0.0321536 0.0266648 0.0382186 0.00668287 -0.0167454 -0.0416421 0.03476 0.0139233 internal_weight=39.3141 36.6141 29.6769 6.93717 23.6647 10.309 4.07425 13.3557 12.6224 5.31052 12.016 3.39958 1.32051 4.99846 11.0229 4.63415 3.4876 3.11759 1.60855 1.91094 1.53621 2.22562 6.38872 6.01216 3.80947 2.20269 1.20892 2.70005 6.1957 1.99907 internal_count=20547 13041 4300 8741 3759 1974 1629 1785 1684 483 1528 354 70 1491 1313 385 263 1466 90 129 142 1380 928 541 322 219 145 7506 875 604 is_linear=0 shrinkage=0.05 Tree=119 num_leaves=31 num_cat=0 split_feature=36 76 97 368 211 60 18 164 151 348 330 312 37 42 228 69 364 357 317 259 133 49 196 305 296 29 268 122 342 252 split_gain=1.87035 1.38461 1.10076 0.992723 1.12083 0.859002 0.942886 1.19671 0.7917 0.736918 0.771195 0.65981 0.642089 0.617962 0.613339 0.705126 0.612281 0.540262 0.526034 0.519546 0.517449 0.504257 0.495518 0.481169 0.466862 0.458843 0.552457 0.449798 0.432737 0.425257 threshold=0.022793600335717205 -0.0095975617878139002 -0.025299686938524243 0.02831605821847916 0.0050248531624674806 0.021303166635334495 -0.0025567002594470973 0.00173974153585732 0.0073554753325879582 0.026286701671779159 0.0028935465961694722 0.016495637595653537 -0.006799879251047968 0.0087025174871087092 0.017563561908900741 0.010657340288162233 0.0040081546176224956 0.0073345163837075242 0.013505875132977964 0.0003727791336132214 0.013024606276303531 0.0066555133089423188 0.017613056115806106 0.022681445814669136 -0.0026558391982689496 0.024532019160687927 0.020383887924253944 -0.0057636098936200133 0.024586236104369167 0.020377261564135555 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 24 5 28 6 25 9 16 10 14 27 13 18 15 -8 -6 -12 -9 -4 -21 -14 -15 -3 -2 26 -1 -7 -5 -10 right_child=2 23 19 4 8 11 7 12 29 -11 17 -13 21 22 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.034037004709723581 0.022109889629063587 -0.050188981012412752 0.018910679483764847 0.032647359149605405 -0.02836713229968741 -0.037386177736591822 0.01841795411736907 -0.02332256977589996 -0.033349957211442807 -0.029804714081699171 -0.033003814317195929 -0.024561258175339426 0.026345711116769824 -0.041818827073407498 0.030602925679043321 -0.037622947507663276 0.036119789631242925 0.039253984016447245 0.044593186436233972 0.054620283516019545 -0.050416612443764469 -0.046926617043307445 0.022158366961974239 0.024210289926906471 -0.047884042662140434 0.044495427711740705 0.044041620447373864 0.038610724422034177 -0.050088847333307762 0.043945684312789654 leaf_weight=0.48877225874458163 0.25599141993734464 1.4745639013563039 1.4664473918237493 1.7115870715497283 0.59678920645092126 0.20331058738520358 0.98737827315926807 0.64368293847655855 4.2090016466681845 0.87021925020962942 0.27854711205873206 0.50742145978438191 1.2450707370153384 3.0823535709641878 1.2076951889321206 1.3007475408958269 0.96049029326240998 3.6282060618250398 0.51180848421063274 0.1432039959472603 0.64703086961526424 0.28938198481046118 0.33560959274473123 0.25488497805781651 3.4348670840845443 2.1492363691504579 0.42229903338011354 4.5972534098982569 0.17411980062024657 0.185798034275649 leaf_count=22 70 4503 233 207 63 7 110 50 1707 84 33 83 159 163 91 151 80 381 46 5 427 59 59 16 10578 220 38 397 498 7 internal_value=-0.000441736 0.00430065 -0.0262097 0.00676164 -0.00858459 0.0120489 0.00668892 0.00132593 -0.0192271 0.0137195 0.018836 0.0296609 -0.0154604 -0.0248506 0.00177542 -0.01344 0.0114068 0.0341021 0.00675975 0.00129937 -0.0313821 0.0125273 -0.0355369 -0.0392241 -0.0430294 0.0318901 0.00215394 0.0353921 0.0250078 -0.0300821 internal_weight=38.2638 32.3162 5.94754 30.5868 7.83779 22.749 17.441 14.3807 5.95208 8.27279 7.40257 5.30799 6.10791 4.57345 3.49582 2.28813 1.55728 3.90675 1.15549 2.25668 0.790235 1.53445 3.41796 1.72945 3.69086 3.06031 0.911071 4.80056 1.88571 4.3948 internal_count=20547 9234 11313 4715 2562 2153 1666 1386 1857 850 766 487 536 318 352 261 143 414 96 665 432 218 222 4519 10648 280 60 404 705 1714 is_linear=0 shrinkage=0.05 Tree=120 num_leaves=31 num_cat=0 split_feature=197 179 163 5 154 60 275 49 266 355 8 364 33 206 3 331 49 342 245 89 222 72 89 36 174 139 99 72 291 249 split_gain=1.78578 1.87759 1.18812 1.16538 1.10165 1.22689 1.03069 0.878599 0.862222 0.835613 0.758622 0.74025 0.712065 0.676204 0.660552 0.630845 0.59566 0.62306 0.591228 0.567967 0.511114 0.576759 0.501581 0.468841 0.465289 0.451947 0.432991 0.421 0.419948 0.369354 threshold=0.0063870516605675229 -0.0046384155284613362 0.01689961459487677 0.012459731195122005 -0.082144115120172487 0.021199238486588005 0.0097228605300188082 0.0020712299738079314 0.015273943077772857 -0.0086764493025839311 0.018975629471242431 0.00076929194619879137 0.0046673021279275426 0.0073123895563185224 0.018139162100851539 0.027254419401288036 0.0035459055798128252 0.020834088325500492 0.022908484563231472 0.024744883179664615 0.018536027520895008 0.0089432266540825384 0.007705892901867629 0.029080654494464401 -0.010396284516900776 -0.0028353933012112971 0.049651037901639945 -0.0017526394221931694 -0.0041021443903446189 0.0027661917265504603 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 24 13 11 15 9 8 19 -3 16 27 -9 -1 -12 22 17 23 -11 20 21 -8 -6 -4 -2 -15 -14 -5 -13 -28 right_child=1 6 10 4 5 -7 7 12 -10 18 14 28 26 25 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.03608582211504105 0.019622370332814602 -0.050489576384299767 0.043157598907473796 0.051418315593522015 0.042101337892441582 0.034203799780090159 0.036570590980287893 0.039909061385371827 -0.030452020276735166 0.036940350774809068 0.021182012101347694 -0.017345838521221856 0.0059822017038809053 -0.050753902424351571 -0.038638972232922036 0.023516491558973226 -0.03649438877808716 -0.046149041163744284 -0.047222989374228634 -0.030029334366566959 0.046229192267368185 -0.028464550410624775 -0.032374143919809244 -0.020949297930387373 -0.045968820072527214 0.043671312674761736 0.0013833719038336642 -0.04615583486795307 0.041973625393360643 -0.048008123111503806 leaf_weight=0.30954290651425154 0.28687523028929529 0.33597557259781741 1.591703556172434 0.143103604670614 0.24003280379110847 1.2936693002120589 0.71135277311259304 0.39361574919894371 1.0797602517704943 3.4674641587043911 0.57639699464198235 0.33460303870379071 0.63647569440945551 0.13098017586162303 2.3143295548070455 0.69280818954575796 0.55570292565971602 0.29654428715002712 0.22202569765795477 0.48164642142364744 1.7471966144657924 0.65463617462955881 3.8880592175555648 0.34746352428919625 4.7017312055249931 3.8977339008415584 0.45386588343535583 0.48593951125803814 2.7545378021459324 2.2798001702030888 leaf_count=100 54 205 111 5 12 121 84 25 76 543 48 104 217 113 890 47 352 236 74 32 109 240 288 196 14265 519 59 77 240 1105 internal_value=-0.000434396 -0.00899623 -0.0243908 0.013543 0.00401893 -0.00903188 0.00418366 -0.00574721 0.00872969 0.0250012 -0.00875803 0.025481 -0.0237275 0.0351296 -0.026711 -0.020634 0.00983362 0.0213488 0.0318756 0.0204985 0.0283157 0.00540317 -0.0280437 0.0316708 -0.0421969 0.0406014 -0.03116 -0.0239583 0.0355484 -0.0398077 internal_weight=37.3056 23.1346 10.6707 14.171 9.83275 6.11457 12.4638 8.43835 4.67459 4.02547 5.68214 3.71818 3.76376 4.33826 2.89073 4.8209 2.79141 2.23571 3.68949 3.59483 3.11319 1.36599 4.12809 1.93917 4.98861 4.02871 3.37014 0.629043 3.08914 2.73367 internal_count=20547 18921 16152 1626 894 468 2769 1947 541 822 1833 426 1406 732 938 347 895 543 617 465 433 324 300 307 14319 632 1381 82 344 1164 is_linear=0 shrinkage=0.05 Tree=121 num_leaves=31 num_cat=0 split_feature=33 378 368 249 61 283 14 160 379 80 139 316 172 29 18 111 149 156 239 304 315 56 145 109 299 269 347 139 100 329 split_gain=1.71647 1.30549 1.18355 1.10916 1.0462 1.00348 1.09942 0.96534 0.905222 0.795559 0.78361 0.765593 0.756599 0.727928 0.645604 0.635044 0.60022 0.589005 0.522523 0.684139 0.519216 0.517972 0.515358 0.496724 0.503362 0.495323 0.492615 0.456877 0.477676 0.45182 threshold=0.03135188855230809 0.020306228660047058 0.028720375150442127 0.015265606343746187 0.0030986494384706025 -0.0030932943336665626 -0.0016905344673432408 0.016376377083361152 0.021946319378912452 0.020718133077025417 0.022999770008027557 0.028137087821960453 0.025905725546181205 0.023322514258325103 -0.0038637827383354302 0.01688934396952391 0.031756229698657996 0.0073469169437885293 0.023465262725949291 0.011339266318827869 0.0027910320786759262 0.012036623898893596 -0.017240840010344979 -0.0022630045423284169 0.022691420279443267 0.030026468448340896 0.016007736325263981 0.012393468525260689 0.0024888651678338651 0.010070680174976589 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 4 22 11 -7 13 14 15 21 18 -2 23 -9 -8 -11 25 27 -20 -14 -4 -1 -5 -25 -6 -23 -3 -29 -12 right_child=12 2 10 7 17 6 9 8 -10 16 29 -13 20 -15 -16 -17 -18 -19 19 -21 -22 26 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.025364655608848076 -0.050090962870599734 -0.046489483918213996 -0.044530328676877118 0.049161104431230021 0.038741108524720007 0.022233837291817438 0.030411400142980383 0.025455565254981313 0.037014228531075603 -0.046052898987969534 0.038559316300211428 -0.033184359775106566 0.031348812465145405 0.047090697852064753 -0.03454011102800858 -0.020606644286765605 0.022440918290877757 -0.040843038786468493 -0.04024156118913453 0.045994224534171166 -0.050164282881983706 0.016995954743003937 -0.046080882560267246 0.046234251959101483 -0.047700684348833254 -0.038100809693927248 -0.049115099297213041 -0.019753211288791379 0.04646046102783094 -0.034842842953842962 leaf_weight=0.4027085080742836 2.3441260583349499 0.36101042719383247 3.2883890133962259 0.29212304507382214 6.555273629113799 2.0462179426249349 1.0262673430261222 0.5261024133942559 0.68678400863427658 2.6758870147605198 0.66324423631886009 0.60501370244310226 0.5880325095495208 1.4252110545639878 3.0360169939958723 1.5036099870339965 0.36327341348805919 0.25694052306062065 0.2510595912463035 2.7405219176434912 0.29255190664844122 0.79293721808062378 0.6762715070071843 0.18358657190401506 0.63904144981643185 0.21664740442065511 0.43709642927569803 0.47474818835325983 0.63900217584159691 0.30654217893606983 leaf_count=18 9787 520 3885 17 748 210 255 45 54 2155 45 188 119 152 103 530 55 13 15 268 402 322 122 17 73 10 283 69 42 25 internal_value=-0.000426078 0.0029692 -0.00602451 0.013942 0.0264264 0.00236757 -0.0091079 -0.000967879 -0.0155455 -0.0206237 -0.0254238 0.0195994 -0.0352469 0.0234179 -0.0256791 8.92813e-05 -0.0378658 0.0334634 0.0267495 0.0387571 0.00426815 -0.0341766 -0.0194152 -0.00684784 -0.0267371 0.0362828 -0.00649682 0.00239181 0.0182362 0.0153574 internal_weight=36.2962 33.0715 18.1748 14.8967 8.10784 12.6866 7.61526 6.78887 4.2489 5.56904 5.48821 5.07136 3.22471 2.53996 3.56212 2.52988 3.03916 7.02886 4.46634 2.99158 0.880584 4.51842 1.07898 1.11475 0.822628 6.77192 1.23003 1.47476 1.11375 0.969786 internal_count=20547 10239 8867 1372 911 4307 3205 461 202 2995 4560 1102 10308 259 148 785 2210 771 914 283 521 4490 140 107 90 758 605 631 111 70 is_linear=0 shrinkage=0.05 Tree=122 num_leaves=31 num_cat=0 split_feature=76 247 259 178 276 144 199 179 5 246 9 128 287 228 156 271 300 155 374 127 251 204 122 305 160 36 223 169 204 276 split_gain=1.6556 1.46555 0.819387 1.04122 0.981708 0.999998 0.870404 0.81531 0.788198 0.757692 0.74675 0.779995 0.69378 0.684764 0.586038 0.804013 0.555387 0.55307 0.518616 0.514857 0.511854 0.588206 0.510371 0.501715 0.480687 0.528623 0.469411 0.45265 0.431679 0.419234 threshold=-0.0099002476781606657 0.074891038239002242 0.0012975974241271617 0.003234340227209032 0.0013182063703425231 0.01177120814099908 0.023554235696792606 0.0014306817320175471 0.0062755397520959386 0.015661075711250309 0.025035275146365169 0.0079296133480966109 0.014418117236346008 -0.0012793342466466127 -0.0077410114463418713 0.010124115739017727 0.01517687924206257 0.0072010944131761798 -0.0019896526355296369 -0.0067294274922460309 0.011560874059796335 0.020414686761796478 0.0073290220461785802 0.021917455829679969 0.018859623931348327 0.012527158018201591 0.011259064078330995 0.007288088323548437 0.023184170015156273 0.012625874020159246 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -5 -3 -6 19 11 12 -10 -13 27 -16 -12 -11 28 -1 -4 -22 -9 -2 25 -17 -21 -8 -7 -20 right_child=23 7 20 6 5 18 14 22 10 17 16 13 -14 -15 15 24 -18 -19 29 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.041158806007640214 -0.049740385177453904 -0.043549907111709446 -0.038204010675603993 0.039568829239584241 0.046840050184373136 0.035086004132587278 -0.018244848858855633 -0.05182388988919101 -0.036597044070482643 -0.050744874169923307 -0.038708739036871762 -0.029688422137902355 0.037469400911383781 0.041960894851673522 0.032153781628626386 0.044695972738869119 0.022197218779261625 0.035539648190290041 -0.028282134821089974 -0.047878149606667614 0.04207665198098072 -0.050579763837163019 0.040161438918462855 0.013242405349640149 -0.035080741158464879 -0.030690458166259635 0.040491907442524934 0.04616793037044619 -0.035074314593138055 0.036167610563972878 leaf_weight=0.72254951801733114 2.0707480075943745 2.4551894507167158 1.6066975791036378 4.0156763702834706 0.47834000436705437 2.2767497103050127 0.34188660250219971 0.20610609046707384 1.7335115643363668 0.19570202732575159 4.0423888526420342 0.45793646667152654 0.3866968024522065 1.2269026531575942 1.1524617894610858 0.50699864883790757 0.4124905906501225 3.6403950256208191 0.92984872966189758 0.20332567764854548 0.51607416135084339 0.25637541952892207 0.56191963249875698 0.37317584251286451 1.5813871198770355 0.42956762482936028 0.57593353545235004 1.3486694426392203 0.24260033975588147 0.34628988860640675 leaf_count=60 7678 6518 1569 617 42 216 37 65 106 183 542 16 27 68 81 50 33 588 225 291 73 184 48 71 325 362 79 224 133 36 internal_value=-0.000420355 0.00253334 0.00601667 0.00847369 0.00139403 -0.00625354 0.0219674 -0.0294852 -0.0155614 0.019351 -0.0191751 -0.00290813 -0.0230883 0.0224867 0.00878284 -0.00243652 -0.0330693 0.0311378 0.0151757 -0.010756 -0.0221235 0.0113241 0.0154764 -0.0401232 -0.0182684 0.0101191 0.0174342 0.0331415 0.0283299 -0.0107932 internal_weight=35.2946 32.8507 29.6275 27.2483 17.8717 12.5338 9.37665 3.22322 8.73827 5.33791 8.25993 3.80505 2.12021 1.68484 5.36097 3.67042 4.45488 3.8361 3.79549 1.50181 2.37915 0.77245 0.768026 2.44392 2.51795 0.936566 0.779259 1.69056 2.51935 1.27614 internal_count=20547 12798 6167 4341 2645 1444 1696 6631 834 1201 792 217 133 84 1079 818 575 771 610 430 1826 257 113 7749 737 412 370 261 349 261 is_linear=0 shrinkage=0.05 Tree=123 num_leaves=31 num_cat=0 split_feature=163 57 337 287 283 248 336 67 279 151 113 316 107 139 337 204 152 267 252 296 306 17 60 203 262 331 337 17 191 80 split_gain=1.57581 1.09647 1.11258 1.23865 0.829026 0.725294 0.77319 0.894592 0.757069 0.720428 0.709765 0.651337 0.721262 0.595207 0.592138 0.64462 0.553504 0.540598 0.534094 0.618412 0.531552 0.468941 0.443402 0.440049 0.559757 0.424438 0.595443 0.393775 0.396907 0.392566 threshold=0.0024708876153454189 0.09255163744091989 -0.027593169361352917 0.015151486266404392 -0.00010135769844055174 0.010451847221702339 -0.041753260418772691 0.065428238362073912 0.011384657584130766 0.011188793927431108 0.022742346860468391 0.015681155957281593 -0.037946512922644608 0.014463552273809912 -0.018999318592250344 0.015203893184661867 -0.00039532780647277827 0.00039853595080785459 0.0089227608405053633 0.011824069544672968 0.027190849184989933 0.020501629449427131 0.027219500392675403 0.0087951621972024458 0.0045653935521841058 0.020678455010056499 -0.031351830810308449 0.024345675483345989 0.020858641713857654 0.017616435885429386 decision_type=2 2 2 2 2 2 2 2 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 21 4 5 20 22 10 -9 13 23 12 -1 -6 -5 -16 -3 -17 -15 -20 -4 25 29 24 -8 26 -2 28 -11 -7 right_child=1 16 3 14 9 6 7 8 -10 27 -12 -13 -14 18 15 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.035177609679692266 0.026594834719038542 0.015812822017166828 0.042826347375903226 0.035096291472559299 -0.037541404701950887 0.013257484757429647 -0.050541363534207975 0.035125998551325713 -0.04369692547139245 -0.041663579297290747 -0.030755430685476478 -0.047524557859017991 -0.050087941702230798 0.022791892108155146 0.039253411283172029 -0.018557131078314044 -0.045245944695502228 0.029137084188777574 0.043733328500870722 -0.045730675497043682 -0.037921388844610195 0.045234366421952568 0.045683553025497897 0.044712681922667953 0.05041083663443402 0.045595808027109774 -0.032902894867126602 0.015086172188586723 0.019043302243202775 -0.042608727236438056 leaf_weight=0.60590578873234335 0.92509160221379727 0.47886870462389231 1.6057216020126448 3.1370511006971356 0.91792980908939581 0.38240292988484714 0.30629441923520229 0.41830653292709019 1.1209542007272828 3.4831243917724355 0.49619521442218673 2.3347217061236734 0.41990021037054182 2.0716193303524055 1.0864286722644454 2.1989934851735602 1.6502290342468757 0.81408386761904683 0.26336044397612557 0.724674393015448 0.23343949930858787 2.158909994919668 0.19703244020638511 2.1231029080518056 0.24888888481655158 0.70992763330286823 0.77096535090823359 0.40195048911846232 0.2918051484011811 1.7696196614997459 leaf_count=255 142 70 143 275 856 51 63 77 346 2040 75 10298 1870 210 85 174 1630 69 28 144 12 243 21 299 14 62 276 81 113 525 internal_value=-0.000412906 0.00311395 0.00566867 0.0014129 -0.00594113 0.00460918 -0.00267375 0.00900479 -0.0222762 -0.0174585 0.0241725 -0.0329336 0.000275276 -0.00222911 0.0187462 0.00623467 -0.0315128 -0.00567094 0.00836497 -0.0218841 0.0325773 0.0283166 -0.0261085 0.0343488 -0.00528445 0.0131362 -0.000450653 -0.0319613 -0.0369709 -0.0326816 internal_weight=34.3475 30.987 28.8579 24.293 17.0564 8.90196 7.0628 4.71374 1.53926 8.15446 3.17448 3.36053 1.02581 3.97758 7.23656 4.09951 2.1291 3.01308 3.05965 0.988035 1.83916 4.56489 2.34906 2.67829 0.555183 2.40598 1.69606 4.17688 3.77493 2.15202 internal_count=20547 8124 6424 5701 5098 1626 1471 874 423 3472 451 12423 2125 1238 603 328 1700 243 382 172 155 723 597 376 77 480 418 2234 2153 576 is_linear=0 shrinkage=0.05 Tree=124 num_leaves=31 num_cat=0 split_feature=36 18 296 300 247 249 180 89 237 264 144 257 324 273 324 74 48 154 220 363 235 30 364 15 48 17 140 176 64 310 split_gain=1.52119 1.11836 0.944074 0.91682 0.88528 0.91783 0.861242 0.966077 0.840048 0.790551 0.784729 0.750103 0.643723 0.633494 0.519461 0.509053 0.486572 0.484164 0.481039 0.4625 0.452899 0.452732 0.445156 0.441133 0.485833 0.430205 0.384224 0.373916 0.3719 0.353814 threshold=0.022793600335717205 0.019498827867209915 0.013753273990005256 0.0040747274179011592 0.070144712924957289 0.015341036021709444 0.074073899537324919 0.017655330710113052 0.0003126516094198451 0.015631461516022686 0.0046249011065810927 0.020573871210217479 0.032645864412188537 0.0053978164214640864 0.029622979462146763 0.0029062996618449692 1.0000000180025095e-35 -0.10340923070907591 0.0046665619593113669 0.0020471214083954696 0.0036915456876158719 0.034117406234145171 -0.0040096533484756938 0.012923034373670818 0.0079671079292893427 0.019633829593658451 0.030348611064255241 0.0055251915473490962 0.00837869616225362 0.019304869696497921 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 20 5 8 17 15 11 -6 21 18 13 19 -9 -8 -13 -1 -4 -7 22 -3 -2 24 -19 -11 -24 -21 -18 -10 right_child=3 10 4 -5 9 12 7 14 29 25 -12 16 -14 -15 -16 -17 28 23 -20 27 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033589378285880565 -0.050521442848919622 -0.020252836025156463 -0.042847319808844035 -0.047543860326653115 -0.043094156821456224 0.027741933049869535 -0.047680154077688011 -0.032153202260616923 0.00032337592004414383 -0.025557014851603117 -0.04678840762896555 0.037227940038388599 0.048807955264683546 0.043718814437238615 0.015861504903153498 0.030572069243408131 0.039407146982403884 0.03735104953201742 0.031888101085117825 0.017010446501848655 -0.04472828117168922 0.047708429445298302 0.026119561058289567 0.039963507766261425 -0.040222728874976972 0.030445237295018374 -0.035248839712364671 -0.036997705916282132 -0.042893454735641046 0.047853293841158731 leaf_weight=0.27531518391333509 0.29995385385700535 0.57172142132185333 0.24447704755584609 2.4570506729651242 2.0493884380121012 0.37670567119494158 0.22608070028945837 1.8759332762856504 0.477272373507731 0.61355175549397223 1.7239654628210699 0.28900238766800601 0.39537203370127816 0.37461275712121267 0.8050457295612431 2.5746211852383567 0.15398937399731938 0.42023403869825937 1.8048206805833613 0.36162834227434393 0.56504934182157729 0.42887881468050182 1.4552867546444752 4.8845476308779325 0.38836356085084844 0.77748446173791308 0.30925625114468847 2.8162075365689816 1.2638607688277259 2.1798496365663595 leaf_count=196 77 45 61 10141 1628 31 11 125 31 186 5113 28 41 22 59 240 11 40 134 36 614 15 234 529 29 87 247 215 140 181 internal_value=-0.00040616 0.0041108 0.0073486 -0.0255839 -0.00127537 0.00579672 0.0180273 0.00371855 0.0178006 -0.0233479 -0.0263453 0.00258057 -0.0120051 -0.0181244 -0.0177353 0.0242553 -0.0219024 0.031169 0.0229723 -0.0246421 -0.00506447 0.00887683 0.00579145 0.0343007 9.29265e-05 0.00574403 0.0153641 -0.0308517 -0.033955 0.039316 internal_weight=33.4395 28.3529 25.6284 5.0866 14.1782 10.7378 11.4501 5.48168 6.41327 3.44042 2.72457 3.75615 4.32453 3.92915 2.68098 2.8007 1.70685 5.96846 2.0493 3.55454 2.62955 1.0006 2.0645 5.69315 0.808598 1.39104 1.76454 3.17784 1.41785 2.65712 internal_count=20547 9234 4061 11313 2832 931 1229 435 586 1901 5173 374 345 304 184 251 179 794 195 282 1172 60 558 598 69 273 481 251 151 212 is_linear=0 shrinkage=0.05 Tree=125 num_leaves=31 num_cat=0 split_feature=303 41 76 5 66 287 90 206 95 230 301 91 284 36 140 252 296 336 297 26 305 364 262 143 62 367 220 90 335 48 split_gain=1.46193 0.985015 0.973215 0.890869 0.720821 0.689302 0.780162 0.904722 0.674859 0.607698 0.652449 0.58345 0.562582 0.539957 0.534256 0.515514 0.512008 0.510987 0.505288 0.492917 0.485082 0.474924 0.473842 0.589286 0.445974 0.404 0.379349 0.376702 0.365967 0.36283 threshold=0.012491775676608087 0.010723818559199573 -0.0095975617878139002 0.017453978769481186 0.00093121395912021409 0.014418117236346008 0.022439542226493362 0.01173495873808861 0.0013544622343033554 0.030602938495576385 0.0074982738588005313 0.0070530474185943612 0.012197216507047417 0.022191296331584457 0.015075208153575661 0.0030179577879607682 0.016902238130569461 -0.047292433679103844 0.020934179425239566 0.007295141927897931 0.021917455829679969 0.00076929194619879137 0.010666201356798412 0.037370398640632636 0.036494255065917976 0.0039580152370035657 -0.0036671081325039263 0.024866654537618164 0.016748096793890003 0.0061765189748257407 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 3 5 9 6 16 18 -6 -5 -11 13 24 -3 -12 19 22 -16 -8 -10 -4 -19 23 -1 -2 -13 -9 -27 -23 -21 right_child=1 11 20 4 8 -7 7 26 15 10 14 25 -14 -15 17 -17 -18 21 -20 29 -22 28 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.029128057316353276 -0.038435807844267644 0.039322686413434796 -0.050133687581097833 0.040793546200622172 0.039211249404715834 0.039294162147644106 -0.043687047815405444 -0.05131895955685787 0.049500317463824675 -0.043041187241346993 -0.028974227888949225 0.027077331285693403 0.02504447231881321 -0.05029034783084757 -0.033287482887987614 -0.034101083728879954 -0.03161731242934724 -0.011879057021954827 0.045310125161798186 0.0045755813340202503 0.026115020663960205 -0.031820538288919016 0.039599701907538892 0.02746065623509468 0.040060902142785682 -0.048086125273881862 0.041373603675065984 0.046083869675532192 0.038319928455606306 -0.044253366623580703 leaf_weight=1.1393940269481451 4.8630958096327941 1.2658903048068171 1.0898994496747025 1.2811199525021928 0.52430755377281446 2.9215301480435292 0.61095926816051349 0.11440034818952005 0.38791424644296091 0.68685711678699579 0.76724594217375841 0.35038821017951682 0.41500430009909894 0.19383484465652134 0.45225064510304935 2.8734846596344141 1.234682522161165 0.75193361066340081 0.21582832785497885 1.0476507550629319 0.25795718570589077 0.20100376186019309 0.79771691933274258 0.77159932896029193 0.18793756127706718 0.81659096588555258 3.1406152306735748 0.12207257447880693 2.4865600218472537 0.59736930782673869 leaf_count=619 11107 145 4514 110 59 315 171 15 23 218 39 78 36 399 50 380 332 78 67 70 24 45 118 105 11 668 404 20 213 114 internal_value=-0.000399634 -0.0186392 0.00575318 0.00817265 -0.00120257 0.0184993 0.0109291 0.0262521 -0.0147071 0.00986425 0.00245213 0.00577589 -0.0309172 0.0274231 0.00915903 -0.0204689 -0.00493172 0.0166769 -0.0204548 -0.00120029 -0.035541 0.0232466 0.00723209 -0.00627931 -0.0355151 -0.0187374 0.0381158 -0.0358394 0.0330741 -0.0131561 internal_weight=32.5671 8.21481 24.3523 23.0044 12.0577 10.9467 8.0252 4.0818 5.43073 6.62697 5.34585 2.74878 5.46604 1.45973 4.65899 4.90642 3.94339 3.89175 0.826788 2.03293 1.34786 3.4395 2.70871 1.91099 5.05103 1.28905 3.25502 0.938664 2.68756 1.64502 internal_count=20547 12464 8083 3545 1399 2146 1831 657 646 753 643 1310 11154 544 425 587 1174 386 238 207 4538 336 842 724 11118 766 419 688 258 184 is_linear=0 shrinkage=0.05 Tree=126 num_leaves=31 num_cat=0 split_feature=168 247 178 33 70 236 267 368 324 12 280 210 76 354 235 279 221 59 10 141 277 57 344 267 164 167 312 236 56 287 split_gain=1.41099 1.34984 0.840227 0.838127 0.737551 0.725689 0.753354 0.741839 0.665375 0.661891 0.611388 0.557762 0.60608 0.55751 0.588358 0.52901 0.498303 0.490875 0.48795 0.480397 0.476254 0.464964 0.44596 0.416405 0.408135 0.410932 0.395491 0.446306 0.394252 0.388691 threshold=0.032579319551587112 0.074891038239002242 0.003234340227209032 0.011187977623194458 0.0025142405647784476 0.016408876515924934 0.010062703397125007 0.023445646278560165 0.02847565803676844 0.010669583454728128 0.0042825231794267902 0.014496463350951673 -0.015366714447736738 0.024817890487611297 -0.0032324632629752155 0.0094952266663312929 0.014791478402912618 0.019192615523934368 0.018415665253996853 0.0099276392720639723 0.02541053015738726 0.090958919376134886 0.0046344134025275716 -0.011461614165455101 0.012847810983657839 -0.0033826133003458376 0.0066331778652966031 0.0050661012064665565 0.011957099195569755 0.0012300130329094829 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 20 -5 6 7 9 -3 13 -9 12 18 19 -15 17 -13 -12 -6 -1 -4 -8 -14 -19 25 -17 27 -21 -28 -10 right_child=-2 8 3 4 11 -7 21 10 29 -11 15 16 22 14 -16 24 -18 23 -20 26 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.031331047867994406 -0.042731859856200594 -0.041901046756727484 0.04098329566243427 -0.043453770956708611 -0.040829800456409784 0.026156405391294737 0.035927192853608146 0.034255798378931106 -0.050519837542948781 -0.041365310466980332 -0.037935816371561362 0.044115317972045189 0.04926178812513661 -0.028537385230610918 0.038457747034408879 0.025650889679458208 -0.032420144097566127 -0.05031390587878784 0.037954958303646008 -0.032655162197831121 -0.031433453534546497 -0.054917347177470779 -0.046365653736434212 0.043272889487584745 0.02820567691264779 -0.036572911311117222 -0.028777559606840572 0.043184564621682353 0.043013650620742451 0.039323563916954282 leaf_weight=1.0699910355979354 1.8527477182215069 2.3522321546479357 3.4919480344979079 0.67309858464432171 0.21193792606936801 2.2150500209172597 1.5021722217934428 0.49658271926455189 0.16245977825019497 0.71891193853662105 0.42925791278685188 0.27043717434571568 0.16442855633795295 0.39016136343707364 2.0475159081688616 0.28051126252103742 0.99563640623091487 0.14273588694049977 2.7035041098133661 0.2406958862411559 0.24282706133089949 0.15542512926913321 0.47158385589136742 0.71049065032275394 0.28543104222626414 4.9049177018823622 0.8542908136223557 0.99971499609819148 0.24639327872137073 0.46483249437005725 leaf_count=143 6353 6884 361 480 9 457 232 28 118 214 301 23 11 46 249 206 121 106 426 45 11 27 1125 80 49 2127 77 95 74 69 internal_value=-0.000390373 0.00223373 0.00576867 0.0180019 0.00557237 -0.000610907 -0.00444226 -0.00826324 -0.0296992 0.00390897 -0.01929 0.0124222 0.0225803 0.00947395 0.0277349 -0.0232273 -0.0160719 0.00567581 0.0322277 -0.00357592 0.0362749 0.0274091 -0.0216431 0.0276168 -0.0300028 -0.0332068 0.00910948 0.0284682 -0.0127068 0.0160554 internal_weight=31.7479 29.8952 26.9157 9.2254 5.49063 17.6902 15.4752 13.8176 2.97952 6.56768 7.24993 4.81753 3.55145 5.84876 2.43768 6.75334 1.26607 1.28248 2.91544 3.41109 3.73478 1.6576 0.636012 0.853227 5.47086 5.18543 2.34109 1.24041 1.10068 0.627292 internal_count=20547 14194 7123 2567 2195 4556 4099 3840 7071 943 2897 1715 1571 729 295 2869 144 487 435 434 372 259 1136 186 2382 2333 291 140 151 187 is_linear=0 shrinkage=0.05 Tree=127 num_leaves=31 num_cat=0 split_feature=36 278 176 368 123 345 4 49 224 159 64 259 247 113 141 49 313 34 299 172 370 100 33 303 96 295 332 57 18 309 split_gain=1.37013 0.858604 1.0583 0.871995 0.818621 0.810855 0.728565 0.656227 0.645214 0.619265 0.556869 0.550449 0.687179 0.531434 0.524214 0.650652 0.629067 0.572397 0.467345 0.440921 0.439274 0.426861 0.469668 0.435004 0.415452 0.414837 0.410186 0.390642 0.378014 0.347878 threshold=0.019673621281981472 0.031246694736182693 0.0045165643095970162 0.024370423518121246 0.016392135061323646 0.0065583307296037683 0.010733827948570253 0.014467161148786547 0.0080149364657700079 0.0089758066460490244 0.024962328374385837 0.0003727791336132214 0.069595608860254302 0.02282716799527407 0.011641487479209902 -0.0011495577637106178 0.027975328266620639 -0.0065359361469745627 0.033661888912320144 0.023606727831065658 0.03280859254300595 -0.010959778912365435 0.013611237518489363 0.0029288639780133967 0.011165062431246044 -0.0016111552249640224 -0.0021129184169694777 0.077511716634035124 0.015976560302078727 -0.0069583728909492484 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 11 14 26 13 -1 -7 12 18 21 16 28 -4 -17 -2 -12 -6 -3 -23 -24 -11 -8 -5 -19 -16 -10 right_child=5 8 3 4 20 10 25 -9 29 24 19 -13 -14 -15 15 17 -18 27 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.040514018706674454 0.023596230260273993 -0.040843092433704258 -0.033922748107630948 0.032273021950978746 0.026855796678032909 -0.047603471901112186 -0.034592041438529363 0.038743667637864992 -0.0035225093604289159 -0.041407935886941707 -0.050179436821040202 -0.050272875278719056 -0.046245810511404833 -0.033338408083609473 0.048195795535602118 0.031838625879605835 0.04980094208461297 0.023440269487506271 -0.051301854739501745 0.043031598239732384 -0.035223003112181218 0.036032258175079344 0.043463947888910691 -0.034174157654307862 0.029537137740253412 0.041510347759701444 -0.037228664464797889 -0.040988201796545692 -0.022791022055392633 0.039867769834537853 leaf_weight=2.1146717325100428 2.1653467573487437 0.3151257947029088 1.8193785794501294 0.22252874897094788 1.1862825804928432 2.7036794433297477 0.20184287248412158 0.33096378755726608 0.5381453377194706 0.47025347044109356 0.20333425611897826 0.53348053459922073 0.53577952944760898 0.74786464583303303 1.0802515554241834 0.58615006569016226 0.25591550786339201 0.30005494844954261 0.230439160397509 0.33738899041782133 0.37505764616071235 1.691056358686182 0.26316424051765341 0.57381350240757456 0.36771682245307602 1.5870968065137272 4.614062361484681 1.0896333945056538 0.22693706004065473 3.2619263924716506 leaf_count=262 554 18 352 23 137 11057 11 73 29 66 282 701 1489 63 81 61 24 21 36 29 26 144 19 67 41 231 4102 210 70 268 internal_value=-0.000382045 0.00515684 -0.00108207 -0.00686594 -0.0197838 -0.0203764 0.00529577 -0.02937 0.0193622 0.0260997 -0.0383397 -0.00355698 0.00494429 0.00416533 -0.0039282 0.00850585 -0.0235983 -0.00959923 0.0163921 0.0079804 0.0119435 0.0140303 0.0208704 -0.00976303 -0.0102759 0.0329239 -0.0340309 -0.0270771 0.035872 0.0337231 internal_weight=30.9293 24.2199 16.8288 13.8762 6.7289 6.70945 7.14726 5.16755 7.3911 2.95264 3.2444 3.46505 2.93157 3.59102 5.35832 3.28303 2.07529 1.97584 2.39579 0.540723 1.56134 2.84316 2.52803 0.836978 0.83797 1.78894 4.83659 1.38969 1.30719 3.80007 internal_count=20547 6399 5791 5422 4361 14148 1061 4198 608 369 11368 2780 2079 311 819 443 376 292 590 311 163 248 230 86 107 242 4125 231 151 297 is_linear=0 shrinkage=0.05 Tree=128 num_leaves=31 num_cat=0 split_feature=179 322 290 285 269 300 355 66 283 42 353 3 130 92 175 166 265 210 286 224 197 49 338 116 343 364 17 19 283 30 split_gain=1.29445 1.46529 0.903725 0.882307 0.776343 0.781206 0.756521 0.733244 0.727481 0.67391 0.624669 0.613186 0.612576 0.58181 0.569164 0.523435 0.501086 0.462788 0.403535 0.401855 0.391378 0.384502 0.398663 0.380329 0.379318 0.371242 0.366822 0.351774 0.350014 0.464073 threshold=-0.0084714991971850378 0.013018331956118347 0.010994002688676121 0.03139034844934941 0.010331183671951296 0.018881815485656265 -0.00027888001932296897 -0.0038626095047220583 -0.00058935157721862186 0.010306015610694887 -0.0046038548462092868 0.029968175105750564 0.028059027157723907 0.0044831533450633296 0.0090538784861564654 0.021104770712554458 -0.063877757638692842 0.019122704863548282 0.044215751811861999 0.018699343316257003 0.014826888684183361 0.0018744147382676604 0.0060034089256078014 0.0092918295413255709 0.032576605677604682 0.015567746944725515 0.026260450482368473 0.013933857437223198 0.00066112115746364008 0.028689828701317314 decision_type=2 2 2 2 2 2 2 2 2 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 17 6 7 10 18 23 14 25 15 -1 -5 26 -8 -10 -2 -6 -11 -12 -15 -23 -3 -14 -4 28 -13 29 -9 right_child=2 8 4 13 5 -7 11 9 16 19 20 27 24 21 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.042342694464402184 -0.038892586859709269 0.045065401875916476 -0.041684105600153093 -0.029648647995025691 -0.051467469892202383 0.04495255006540598 0.036778766930909111 -0.033826055800888072 0.020385939457435203 -0.028474986661047443 0.033625332674275948 -0.049917531153828798 -0.047849847044801289 0.044146002248663378 0.037404025799569765 -0.027141234814148374 -0.051242339400114148 0.018472603700029882 0.043099145642485834 0.034516440701403271 -0.042309360150499728 0.037931647770405925 -0.04869125409944948 -0.044888621596576771 0.047065517774221695 0.042492692574767746 0.04509888209219845 0.048216185681143046 -0.046340473855056755 0.038279984394671215 leaf_weight=4.0561446023639318 2.5540539490539262 1.2269174627945179 0.98031319293659203 0.64043585516628843 0.12713104711292533 0.87164542488608265 5.9900284755713091 0.45149020137614415 0.43428341420076333 3.7470488353719702 1.02508183196187 0.36082560483191617 0.15399883598729491 1.0628699812732518 1.0242805538655373 0.33837170447804954 0.55774107231991343 0.40770388360397181 1.001401130648446 0.27153760283545114 0.20335233252262686 0.25110620650229964 0.28198240630445071 0.12995117325044692 0.33260496676666662 0.15118194177921396 0.26522720725915849 0.12226372064469615 0.6538024748369935 0.44120037485845387 leaf_count=11836 3523 187 865 87 41 129 591 86 51 749 100 142 67 130 217 50 448 169 120 47 164 25 205 199 10 22 46 13 144 84 internal_value=-0.000375432 -0.0194048 0.0052714 -0.0130958 0.0105679 7.6356e-06 0.0207636 -0.00489972 0.0126577 -0.0110483 -0.0036333 0.0292162 -0.0359832 0.01061 0.00761395 0.033361 -0.0198853 -0.0309959 0.0324461 -0.0242186 0.0210553 0.0267653 -0.00788838 0.0364502 0.017027 -0.030437 -0.00922828 -0.0250811 -0.0185455 0.00181139 internal_weight=30.116 6.89164 23.2243 5.19815 18.0262 8.85476 9.17142 7.98312 2.34889 6.85459 2.35993 6.81149 4.54275 2.23639 2.836 6.3284 0.992024 2.96176 1.12853 4.01859 1.22843 1.59596 0.533089 1.35687 0.486604 1.1315 1.81172 0.483089 1.54649 0.892691 internal_count=20547 12798 7749 4139 3610 1663 1947 1534 885 1373 1151 796 11913 447 577 641 499 3692 161 796 264 360 230 386 77 887 360 155 314 170 is_linear=0 shrinkage=0.05 Tree=129 num_leaves=31 num_cat=0 split_feature=303 29 92 378 313 154 284 204 99 97 76 234 91 160 309 217 0 381 268 322 324 178 274 54 41 80 168 69 36 114 split_gain=1.2542 0.854673 0.960015 0.845086 0.787233 0.776872 1.21742 0.75511 0.709792 0.831929 0.704697 0.645094 0.630764 0.550661 0.528731 0.472367 0.467542 0.465873 0.452578 0.450916 0.440255 0.414416 0.390996 0.389583 0.365693 0.352231 0.500137 0.345913 0.339966 0.31165 threshold=0.012491775676608087 0.025270219892263416 0.019621476531028751 0.028104171156883243 0.024209274910390381 -0.082144115120172487 -0.004594505298882722 0.023596337996423248 0.055371928960084922 -0.03930124640464782 -0.01610156241804361 0.0163820143789053 0.0069350565318018207 0.022318618372082714 -0.002712083281949162 0.0010579209192655983 0.005091654835268856 0.0038481155643239622 0.028627732768654827 0.014096064493060114 0.030387601815164093 -0.00029429209826048458 0.01806778367608786 0.0034308078465983276 0.01040565548464656 0.017616435885429386 0.01095461566001177 0.017645202577114109 0.017525645904242996 0.0018163648201152684 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 5 6 19 23 13 20 12 25 24 -3 -6 18 28 -17 -14 -1 29 -15 -9 -8 -2 26 -7 -16 -5 -10 right_child=3 8 -4 16 14 11 7 22 9 -11 -12 -13 15 21 27 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.045273859337438271 -0.005499913002328459 0.038014745847793428 -0.040170161549110212 0.029804171312723733 -0.023509152567558717 0.047435548189881778 0.038823343817954353 0.042170191542213416 0.013226944630152674 0.036828804510434451 -0.044394692677212799 0.025059263108197991 -0.048684977346296412 0.041219953891828504 0.043114026344028611 0.029250097585175272 -0.049957252557545871 -0.045190345901092846 0.050805221009046379 0.021192706856962007 0.024569870281136254 -0.037380583949280323 -0.035255370938289309 -0.04073978667455621 0.047379080521816636 -0.037789366706472115 -0.029922510718571656 -0.031296883922405379 -0.050170176419875534 -0.038187497904322715 leaf_weight=1.1418281990554522 0.48652281249087559 4.0569209491077327 1.4711279551775067 0.36412156940787133 0.42972576941247131 0.32979140663520157 2.917874219805527 0.21270781315251941 0.37099566849065091 1.1006083451793527 0.9037916702000065 0.6654688039125175 0.92051278748112986 0.26150545988639351 1.9798528217797859 0.83079882730089571 2.250919838596019 0.28135857804591069 0.13051381392870098 0.32860455437184999 0.52066038620250754 0.46748085653234728 0.69858073764044093 0.16242108186997928 0.99690002336865291 2.6439199695232674 0.57016315474174917 0.16955874704581209 0.20924908078450244 1.4339237691892774 leaf_count=1268 384 613 4076 34 26 27 267 34 81 140 2847 62 248 41 198 316 7908 114 8 26 46 42 202 295 91 157 30 127 514 325 internal_value=-0.000367835 0.00562969 -0.00200582 -0.0182056 0.00257723 -0.0039682 0.00847213 0.0227994 0.0183879 0.00101449 -0.00487106 -0.0201107 0.00492465 0.0308254 0.0271216 -0.0122958 -0.0396898 0.0104178 -0.0363305 -0.0304203 -0.0159351 -0.00918462 -0.0171831 0.0346281 0.0300362 -0.0285927 -0.00157439 0.037244 0.000617887 -0.0276194 internal_weight=29.3084 21.9337 13.7216 7.37469 12.2505 9.67136 5.46202 3.99158 8.2121 3.42619 4.5504 4.20934 3.64661 4.78591 2.57914 2.16318 2.82429 1.11216 1.05103 1.47043 2.32558 0.728986 0.911289 3.0803 1.48342 3.54387 0.899955 2.14941 0.573371 1.80492 internal_count=20547 8083 6795 12464 2719 2368 2092 798 1288 592 4008 276 1161 696 351 686 8456 430 256 1294 452 83 236 562 475 214 57 325 548 406 is_linear=0 shrinkage=0.05 Tree=130 num_leaves=31 num_cat=0 split_feature=36 18 119 345 290 89 46 279 60 197 162 97 97 19 324 259 247 64 102 368 9 299 307 274 210 223 142 74 154 121 split_gain=1.20687 0.786104 0.821384 0.720453 0.633728 0.62882 0.608098 0.588932 0.675081 0.604705 0.552415 0.562441 0.543678 0.661794 0.492928 0.491928 0.600952 0.490782 0.444164 0.426196 0.411986 0.408981 0.408053 0.391904 0.367154 0.366628 0.346851 0.346247 0.329099 0.325328 threshold=0.019673621281981472 -0.00456315092742443 0.010175533127039673 0.0065583307296037683 0.011899436358362438 0.014833628665655853 0.0023187299957498912 0.018172553740441803 0.016661725938320163 0.0075762087944895038 0.012645274400711061 -0.051132250577211373 -0.039755104109644883 0.0067190402187407025 0.029998645186424259 0.0003727791336132214 0.069595608860254302 0.024962328374385837 0.0024423111462965612 0.024897648021578792 0.021486760117113594 0.033661888912320144 0.0038760422030463819 0.023359536193311218 0.012450045906007292 0.0066459171939641246 0.01667092461138964 0.011466878931969406 -0.10517125949263571 0.0018166103982366624 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 15 14 22 20 8 9 18 26 -12 -9 -14 -4 16 21 -5 -3 -13 -1 29 -6 -19 -22 -10 -7 -11 -24 -2 right_child=3 2 4 17 5 10 -8 12 25 27 11 19 13 -15 -16 -17 -18 23 -20 -21 24 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.028272921435873729 0.031909386243151386 -0.030764460334975541 -0.038260810790373294 -0.047270856872006918 -0.022525142459630582 -0.042437326075316875 0.043899635702281864 -0.030292562150645103 -0.033724445002199233 -0.03302155242499695 -0.048966032797501252 0.040150236060438396 -0.029113258095073764 0.036143978019979164 0.0077710219072462915 -0.050258979182081415 -0.045950542773597169 -0.05022168189356703 0.042800964134270529 -0.013743464559282131 -0.048342341134451815 -0.051166793081807931 -0.051014575567788836 0.042124163794346477 0.027564083127182937 0.038744569178748287 0.019279776749110186 0.016098158683881352 0.034715713200026928 -0.02030011064348021 leaf_weight=0.74463103868766045 1.6527148081295315 0.25637030680082373 2.4776398842368494 2.4240991304905042 0.46511983528034795 1.5135125110900847 2.0885396623780252 1.3603328529206922 0.18433552580245338 1.1399807961788608 0.3798776454059406 0.93358226541022282 0.61275914034195 1.0616246727149699 0.75996337595279317 0.48069502996804647 0.48258248420461303 0.18359854072332371 1.0275904983864164 0.6042792469233973 0.50580306827032473 0.20792439814249508 0.11913987654406821 0.30700671880913433 0.23254820598231163 3.2797477704516496 0.26795626823150076 0.52353155529999629 1.8532077419949924 0.36411011673771998 leaf_count=85 279 24 3403 11057 80 124 275 235 110 192 113 84 63 90 70 701 1489 223 121 52 30 36 176 88 34 543 27 192 276 275 internal_value=-0.000363046 0.00500891 0.000927848 -0.0200738 -0.00955763 -0.000114893 0.0265146 0.0113334 0.0199225 0.00233377 -0.0131071 0.00551564 -0.00681317 0.0122624 -0.0274557 -0.00364719 0.00462887 -0.0380407 0.028112 0.0189735 0.00203048 0.0156003 0.0196026 0.0075657 -0.0244352 0.0348882 -0.0331543 -0.0175629 0.0295372 0.0224837 internal_weight=28.4948 22.3921 18.8206 6.10273 9.37428 6.13668 3.57152 9.44627 6.41156 2.94747 3.69921 1.91774 3.03472 1.67438 3.2376 3.18803 2.70733 2.9147 1.28396 1.53786 1.48298 2.22475 2.43747 0.490605 0.738351 3.46408 1.78147 1.66351 1.97235 2.01682 internal_count=20547 6399 5975 14148 4405 932 424 1570 1182 529 400 249 388 153 3473 2780 2079 11368 145 136 149 590 532 311 64 653 151 384 452 554 is_linear=0 shrinkage=0.05 Tree=131 num_leaves=31 num_cat=0 split_feature=168 247 178 33 267 303 70 179 236 87 313 377 223 199 135 60 76 60 278 81 277 76 141 187 122 299 78 251 80 187 split_gain=1.15021 1.08339 0.709273 0.702931 0.618255 0.673488 0.616421 0.601189 0.599536 0.560848 0.56005 0.541786 0.488651 0.476116 0.482667 0.539779 0.473377 0.42509 0.418886 0.486837 0.411153 0.389621 0.389152 0.405609 0.361957 0.357329 0.366793 0.349248 0.348301 0.352663 threshold=0.032579319551587112 0.074891038239002242 0.003234340227209032 0.011187977623194458 0.0087449848651886004 0.013992056716233494 0.0025142405647784476 -0.00032211023790296162 0.016408876515924934 0.015440752264112236 0.019849674776196483 -0.0040348072070628396 0.0065766817424446353 0.023554235696792606 0.048998456448316581 0.02235595136880875 -0.015096760354936121 0.023408392444252971 0.033937547355890281 0.0084920343942940252 0.02541053015738726 -0.019878689199686047 0.012335785664618017 0.016901638358831409 0.0053810542449355134 0.025080859661102298 -0.006504060933366417 0.014616996049880983 0.019800114445388321 0.008321306202560665 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 20 5 8 -5 -3 9 10 22 -11 -12 16 -15 27 -8 18 25 -20 -4 -6 -1 28 -9 26 -13 -16 -24 -30 right_child=-2 7 3 6 21 -7 13 24 -10 11 12 17 -14 14 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.037712286426213867 -0.041827438656136577 -0.045806856007135272 0.040276970578615671 -0.042895446588024182 0.03328725728633506 -0.034508434545994914 0.05015919635032811 -0.05113676318588161 0.030034103218881711 0.048526736924583119 -0.032147420174561625 -0.035917046941567519 0.036187360122657906 0.032509346885718791 -0.039102555830616878 0.028502829814859527 -0.023246184993583257 0.017828651296927223 -0.045108354270673015 0.029379652341166958 -0.030796526242384905 -0.02374206963241357 0.042413802674383633 -0.050253066269516145 0.02434896188635978 -0.042130490694223921 0.018247144990113588 0.033391029901440127 0.029270502462476724 -0.0470606964164395 leaf_weight=0.76724774656032435 1.5770700235152606 1.7121609678797542 3.0307720522687291 0.58110979222692538 1.8260436875643793 1.6653890637389839 1.127449336403515 0.21124002962460409 1.4114277419284906 0.31785406572453201 0.30382317480689414 0.64170192640449386 1.8829161278335957 0.81796680973639047 1.2399155958701156 0.56018212430353731 0.27276510119554576 0.69891038542846207 0.32623839983716596 0.66955121519276872 0.21812769537791599 0.35824928268266276 0.67021789631689876 0.26639341633563152 0.63978366932133213 2.5636836686026072 0.6093813271581896 0.19184635629790125 0.2948709137563128 0.31082942913781153 leaf_count=383 6353 6822 361 480 332 1922 112 135 129 43 135 60 237 538 391 101 550 82 9 62 11 66 103 236 114 379 160 23 39 179 internal_value=-0.000357279 0.00214009 0.00548988 0.0175516 -0.000732751 -0.00475344 0.00537746 -0.0287349 -0.000530731 -0.0047095 0.00855783 -0.0149464 0.026693 0.0120404 0.000170974 -0.0131084 0.0358597 -0.0186083 -0.0239022 0.00497606 0.0355052 0.0239338 -0.00861294 0.005863 0.00561199 -0.0314404 -0.00953459 -0.0293889 0.0175792 -0.00990065 internal_weight=27.7651 26.188 23.6249 8.04013 15.5847 13.4004 4.79124 2.56318 11.735 10.3236 4.4963 5.82732 2.18674 4.21013 2.80991 1.99194 1.40021 5.50947 4.81056 0.99579 3.2489 2.18429 2.30956 1.54231 0.851024 3.81477 1.25108 1.43176 1.27592 0.6057 internal_count=20547 14194 7123 2567 4556 4158 2195 7071 2236 2107 1312 795 372 1715 1053 515 662 752 670 71 372 398 940 557 249 599 220 414 321 218 is_linear=0 shrinkage=0.05 Tree=132 num_leaves=31 num_cat=0 split_feature=36 345 147 92 180 256 368 381 34 3 37 25 65 284 269 303 204 277 259 60 15 176 45 375 189 33 159 247 103 70 split_gain=1.11374 0.758316 0.649493 0.705704 0.685968 0.634983 0.826068 0.659464 0.633552 0.598484 0.597378 0.590193 0.51122 0.527245 0.513297 0.502169 0.488737 0.476078 0.466821 0.461235 0.380588 0.374523 0.367137 0.370365 0.356736 0.355368 0.34934 0.335957 0.33274 0.319734 threshold=0.015815334394574169 0.0065583307296037683 0.0024633581051602964 0.0048422869294881829 0.067408982664346709 0.01334153348580003 0.022920236922800544 0.002930766087956727 -0.00069865776458755125 0.018139162100851539 -0.0089030289091169817 0.014689079485833647 -0.030196149833500382 0.0069062514230608949 0.020575230941176418 0.016424464061856273 0.0090515799820423144 0.014020781032741072 0.00085618472076021146 0.022419787943363193 0.017353621311485771 0.0045165643095970162 0.014299291651695968 0.0060007167048752317 0.0038452238077297811 0.0096324477344751375 0.013073099311441185 0.06545246392488481 0.012917920947074892 0.015043240506201984 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 -1 4 29 -5 11 12 17 -9 19 20 13 -8 26 18 -10 -3 22 21 -7 -6 24 -24 -2 -21 -14 -12 -25 -4 right_child=1 8 3 5 10 6 7 9 16 -11 27 -13 14 -15 -16 -17 -18 -19 -20 25 -22 -23 23 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.050309874380576027 -0.017067866718518173 0.030127551956573569 -0.017379950291454529 -0.027925943027605635 0.037178794125141107 0.048123906940398087 -0.043191141893089251 0.019761324481155321 0.029247295105500767 -0.039999494297780984 0.037863921752457036 0.04275068936201281 0.037837696836759256 0.034091703796513523 -0.028427040706497337 -0.039625509114687339 -0.04540839356944399 -0.050501377272662643 -0.039770803348897522 0.049375047240167759 -0.014514020700329193 -0.04117885794098701 -0.047887337959284286 -0.050820193195181176 0.031904730110903598 -0.03910158815224396 -0.0062081330187671278 -0.017030245773742441 0.040052936290557589 0.044080394763499425 leaf_weight=0.48593721263751533 0.45617985761782565 0.64218077487021386 0.28577929013408965 0.8127342694424432 0.16282007773406837 0.33463677221879862 0.63421408651629674 0.64252857233805105 0.2358384085600832 1.2039746309383188 0.65894513577222846 3.8066789277363569 2.8220815822642167 0.33847259427420795 0.41037065125419747 0.70618919629487198 3.1119375592461438 0.25608501286478713 0.4834801126125966 0.3084277327870949 0.88081330034037819 2.4047300340607762 0.43215250172943331 0.13879003986221505 2.011826601526991 0.17956486050388776 0.5356124914906103 0.48303780713467859 0.36736835452029482 0.81536795082502067 leaf_count=1034 161 241 17 97 22 33 263 66 47 271 70 429 306 17 115 1761 13175 550 503 30 82 220 118 103 528 29 89 49 39 82 internal_value=-0.000351756 -0.0149106 0.00671871 0.00828254 -0.00699502 0.0147992 0.0177903 0.00614456 -0.0301447 -0.0192045 -0.0162094 0.0330653 0.0160179 -0.0162985 0.0243601 -0.000836495 -0.0401492 0.00714119 0.00620562 -0.0277408 0.00273141 -0.0362098 0.0127313 -0.0138907 0.0228528 0.0168186 0.0308116 0.0146447 0.0151353 0.0281297 internal_weight=27.0488 8.84203 18.2067 17.7208 5.29867 12.4221 11.6094 6.58725 4.24604 1.8465 4.19753 5.02213 4.74075 0.972687 3.76806 4.59599 3.34778 0.898266 3.8898 3.05554 1.21545 2.56755 3.40632 0.938311 2.46801 0.487993 3.35769 1.14198 0.506158 1.10115 internal_count=20547 17226 3321 2287 519 1768 1671 1127 14013 337 420 544 790 280 510 3213 13222 791 1452 301 115 242 949 260 689 59 395 119 142 99 is_linear=0 shrinkage=0.05 Tree=133 num_leaves=31 num_cat=0 split_feature=197 48 5 154 60 378 49 76 275 138 214 25 307 364 316 206 160 92 263 313 344 21 139 45 95 319 378 251 72 372 split_gain=1.07841 1.14527 0.791083 0.737154 0.786344 0.704944 0.742035 0.575292 0.644914 0.603927 0.583277 0.572852 0.530781 0.515305 0.479656 0.473347 0.416875 0.608488 0.39985 0.399105 0.396046 0.376038 0.326138 0.308065 0.306601 0.304478 0.300263 0.28856 0.288356 0.279072 threshold=0.0063870516605675229 0.013786688446998598 0.012459731195122005 -0.082144115120172487 0.021199238486588005 0.028942190110683445 -0.0010569982114247976 -0.0099002476781606657 0.0098161324858665484 0.041802302002906806 0.01555358385667205 0.018189824186265472 0.010703793261200191 0.00076929194619879137 0.020844514481723312 0.0073123895563185224 0.016376377083361152 0.0048422869294881829 0.018847685307264331 0.02334488928318024 0.003984348615631462 0.013851142488420011 -0.0028353933012112971 0.010569940786808731 0.0028405574848875408 0.0076076886616647252 0.015543445479124786 -5.2367648095241741e-05 -0.0017526394221931694 0.082699291408061995 decision_type=2 2 2 2 2 2 2 2 2 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 15 13 16 7 25 8 9 27 11 12 -10 28 18 -1 17 -5 -13 21 23 -16 -17 -3 -18 -7 -20 -2 -4 -15 right_child=1 20 3 4 -6 6 -8 -9 10 -11 -12 14 -14 29 19 22 24 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.035979868307464628 -0.027183341851514484 0.026807597426295932 0.050511018051303806 -0.023202657394647344 0.031688074544375049 -0.041105040333661698 -0.040154378275113284 -0.047480085332599183 -0.035544876858329709 -0.042581511367359215 -0.032158529443256909 0.040469555490024303 0.023817698965849236 -0.0066988652894040424 0.029904503212173274 -0.050637918612562595 0.018953220303263872 0.045674733055351968 0.050595440781945777 0.038843285359092698 -0.044599934810392518 -0.039148566711899445 0.042626895295448754 -0.050715034556188504 -0.040693050119234957 0.024034564677555877 -0.044557365220750642 0.040249367463894924 -0.045703615851640289 0.042115541373232701 leaf_weight=0.22490679621842202 0.17039887647843066 0.38926448353595278 0.10006439895369112 0.90168935796828031 0.93475705037417345 0.22567085096670803 2.06564652644738 0.50361348644946957 1.2321067867014788 0.2744532206779694 1.2261015516196492 1.9249272188681068 0.54229073516034976 0.34836336354783304 0.26399169104843145 0.097090759743878929 0.24333042707439778 0.49761560972547159 0.11998809641227115 0.36893750886520127 2.4793955593631836 0.7787060279151774 2.7126677072083107 0.19104753555438947 1.8803678260592276 0.87480124176363461 0.2682888396011549 2.3005466551476257 0.35114228049496921 1.8354522696754427 leaf_count=100 49 142 5 55 121 102 2953 2428 283 188 443 239 120 36 36 113 45 55 14 60 10930 320 519 80 192 228 50 256 77 308 internal_value=-0.000345529 -0.00834656 0.0124532 0.0033125 -0.00908045 -0.00193153 -0.0224867 0.00459321 0.00736225 0.0277835 -0.000974073 0.00597877 -0.0174025 0.0242781 0.0171169 0.0338172 -0.0198976 0.00129126 0.0311332 -0.00585133 -0.0358971 -0.0216656 0.0394041 0.00128597 -0.0338589 0.0106766 -0.0151526 0.0355991 -0.024366 0.0343286 internal_weight=26.3276 16.2002 10.1274 7.09278 4.45776 13.1405 3.16612 9.97435 9.47074 2.7454 6.72534 5.49924 1.7744 2.63502 3.72484 3.03467 3.523 1.3993 2.3132 1.41164 3.05971 1.0427 2.80976 0.580312 2.1237 1.10047 0.388277 2.47095 0.451207 2.18382 internal_count=20547 18921 1626 894 468 7769 3283 4486 2058 493 1565 1122 403 426 719 732 347 110 303 416 11152 356 632 222 237 330 64 305 82 344 is_linear=0 shrinkage=0.05 Tree=134 num_leaves=31 num_cat=0 split_feature=303 143 378 258 154 276 322 282 347 370 327 9 249 89 111 38 0 364 177 238 204 346 196 287 338 372 17 200 81 269 split_gain=1.0347 0.720383 0.710025 0.597262 0.581014 0.544876 0.641675 0.572125 0.55867 0.510083 0.492967 0.513518 0.497122 0.410709 0.477045 0.403048 0.400927 0.398644 0.396681 0.401629 0.354012 0.35272 0.344125 0.339174 0.338189 0.317257 0.426622 0.302906 0.299234 0.293816 threshold=0.012491775676608087 0.040959198027849204 0.028104171156883243 0.020821308717131618 -0.096240196377038942 0.0029679338913410906 0.013663088437169792 0.018472919240593914 0.0063256712164729842 0.027349541895091537 0.02467133849859238 0.025317643769085411 0.014519359916448595 0.019706113263964656 0.023077492602169517 0.0054419736843556174 0.005091654835268856 0.013527519069612028 0.015065231360495092 0.0040203134994953879 0.020548424683511261 0.030019930563867096 0.020375244319438938 0.013325599022209646 0.0097528160549700278 0.076608367264270796 0.019397039897739891 0.018294797278940681 0.0063264130149036655 0.0084668411873281019 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 10 20 13 11 12 -7 14 -6 -14 -4 -9 29 -20 -1 22 25 -10 -17 26 -3 -22 -11 -13 right_child=2 21 16 -5 9 7 -8 17 23 28 -12 18 15 -15 -16 24 -18 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.038187692038243709 -0.043364023164163303 -0.026499600072188236 0.00039757213107094892 -0.030109360110316109 0.028217852354109375 0.036546071461684093 0.039491085628914423 -0.040579338748795581 -0.031275959812477376 -0.051286043642806173 0.048489480103813959 -0.0017356663180613291 0.03238115684078368 -0.051450508461813815 -0.039785969285773104 0.022467196845202347 -0.049889506779522197 0.041248549289648884 0.035133385074729476 -0.039691696566431248 0.031493152544169976 -0.024126858309939159 -0.011137225173320149 0.021286019447266963 -0.037381270220580111 0.046840405301551556 0.04355730151673437 -0.046374303222876244 0.030814097721823992 -0.035199318167198491 leaf_weight=1.1887456406839256 0.78798658446612524 0.40691253484692458 0.50168905074679093 1.426783580740447 0.67603125262394248 1.3367412052830316 1.9338572638371259 1.3569790494730112 1.2001057239685904 0.12002446140104428 0.53050957873347204 1.0269107932181221 0.51922117281355884 0.52732894233486138 0.41694113625999307 0.32829966404824495 1.8879382923696537 0.16717787012021279 0.66171988559653971 0.24601016592350788 0.22486308921361331 0.32996942520549044 0.4415603556044515 0.41237736424227467 0.83998647399130277 2.0737093890274991 0.46638089475163724 0.28091878059058217 1.4735878540959673 1.8158007199454003 leaf_count=208 2423 67 548 3635 489 183 213 624 1574 97 49 209 49 202 529 33 7908 66 65 35 97 38 55 125 43 290 53 223 268 149 internal_value=-0.00033891 0.00545769 -0.0177659 0.000715413 -0.00488822 0.00384118 0.0166124 -0.00373945 0.00323346 0.00454527 0.00207421 -0.00156045 0.0137693 -0.0152093 0.00227613 -0.00427305 -0.039332 -0.031604 -0.0139219 0.0148545 0.0232806 0.0252212 0.0300266 -0.0178337 -0.0205633 0.0361943 0.0109142 -0.0117556 0.0246306 -0.0231108 internal_weight=25.6071 19.2155 6.39153 15.497 4.0019 14.0702 5.24087 8.82936 3.30701 3.21391 7.3052 6.77469 3.02425 1.6203 1.09297 1.68751 2.38963 1.52416 3.75044 0.90773 1.69453 3.71853 3.38856 1.61248 1.16829 2.947 0.873293 0.505782 1.59361 2.84271 internal_count=20547 8083 12464 7580 4008 3945 2440 1505 2227 1585 815 766 308 1220 1018 125 8456 690 458 100 528 503 465 1699 76 410 120 320 365 358 is_linear=0 shrinkage=0.05 Tree=135 num_leaves=31 num_cat=0 split_feature=76 378 49 249 259 187 89 296 178 378 259 38 103 143 90 344 181 269 277 179 247 341 343 139 342 19 361 197 355 231 split_gain=0.994335 0.927867 0.873566 0.574592 0.721932 0.628326 0.758779 0.622842 0.520424 0.550934 0.530624 0.468682 0.451025 0.403342 0.387111 0.481032 0.382872 0.374637 0.373964 0.362902 0.35496 0.346838 0.324613 0.323729 0.311104 0.301183 0.288525 0.273823 0.257573 0.254637 threshold=-0.0095975617878139002 0.028847409412264827 0.00062754063401371251 0.014799790922552349 0.0018897976260632279 0.0091609186492860335 0.018123717978596691 0.013506740331649782 0.0002519071131246165 0.020378062501549724 -0.011946454178541897 -0.00077456529834307719 0.015273089520633222 0.037621371448040015 0.023098137229681018 0.0099751488305628317 0.034668587148189552 0.028417451307177547 0.0025295538362115626 -0.0062747541815042487 0.0599146205931902 0.015805151313543323 0.040040329098701484 0.023893693462014202 0.025780176743865017 0.014332216698676349 -1.0000000180025095e-35 0.0087966956198215502 0.0023637344129383568 0.005302044330164791 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 13 19 9 11 -11 -1 27 16 15 26 20 24 25 -7 -5 -6 -15 -2 -10 -4 -9 -3 -23 -12 right_child=23 2 18 5 21 7 -8 14 17 10 29 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.021266840395381573 -0.050102168139748895 0.018602596102797735 -0.050654989035669951 0.02286320286997964 -0.046351992624761335 -0.035974090920312347 -0.035158000183499842 -0.027561718404044033 0.035446920631116444 -0.034236953451963384 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0.70451893395511433 0.24770014128444018 0.4597830542261363 leaf_count=48 7453 81 58 17 822 522 250 28 825 347 236 182 158 176 93 294 31 83 7224 242 166 57 10 53 397 15 44 520 38 77 internal_value=-0.000331921 0.00218804 -0.0173574 0.00724601 0.0151896 -0.00245525 -0.0149221 0.0125594 0.0195809 0.00712996 -0.0133615 0.0224155 0.00753561 0.00552375 -0.00822347 -0.0196953 -0.0134098 0.0308934 -0.035545 0.0322402 -0.0290126 -0.0249139 0.0288762 -0.0398532 0.0332425 0.0154519 0.015872 -0.0138534 0.0150748 0.0204627 internal_weight=24.9602 23.4641 4.82373 18.6403 10.2486 8.39176 4.58488 3.80688 9.23712 4.3973 1.87872 2.51858 2.03646 2.28061 1.8516 1.47916 1.25947 4.83982 2.78727 1.95528 0.953902 1.01145 1.02114 1.49612 4.70563 0.318419 0.578709 1.1151 0.352998 0.716991 internal_count=20547 13041 8056 4985 3112 1873 650 1223 2195 890 660 230 759 400 459 366 214 1305 7297 764 183 917 186 7506 1222 73 72 601 95 313 is_linear=0 shrinkage=0.05 Tree=136 num_leaves=31 num_cat=0 split_feature=36 342 17 372 60 97 239 226 178 284 259 186 188 342 308 199 265 275 371 249 261 185 200 275 186 58 213 379 296 336 split_gain=0.965314 0.721136 0.611958 0.797837 0.627462 0.61036 0.60714 0.581217 0.577349 0.487411 0.485178 0.457371 0.457214 0.44616 0.444519 0.418665 0.405568 0.386147 0.353243 0.335982 0.38711 0.32924 0.328393 0.326902 0.31149 0.311158 0.310153 0.300576 0.299045 0.280855 threshold=0.022793600335717205 0.025780176743865017 0.022732648067176345 0.078946840018033995 0.021199238486588005 -0.025299686938524243 0.017729310318827633 0.029955622740089897 -0.001278191804885864 -0.0066085495054721824 0.0018897976260632279 0.0083762602880597132 0.0019109913264401259 0.0037505726795643572 0.031449912115931518 0.017207029275596145 -0.036672873422503464 0.019212317653000358 0.030413776636123661 0.014667227864265444 0.0099578863009810465 0.013310736510902645 0.021421723999083046 0.010439777281135322 0.010573390405625107 0.026312222704291347 0.026963591575622562 0.0088696111924946325 -0.0026558391982689496 -0.031839635223150246 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 6 28 15 26 17 23 19 -1 -9 -13 -14 -5 -6 22 -16 -11 21 -21 24 -10 -8 -7 -4 -15 -2 -29 right_child=5 -3 7 4 16 25 8 12 9 10 -12 13 14 27 18 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.022396916985028367 0.021277451800790093 -0.044122845757026075 0.036315959838318951 0.028192575682501272 0.033719394774107452 0.01100665668513442 -0.042478715357194122 -0.029520627295151314 0.02142218741500624 0.04300966880580212 -0.048005405176639204 0.029471883770158903 0.04482663757991065 0.012951161735239084 -0.036742213064248824 -0.038151958054915135 -0.041308466533317045 0.035557314310709374 0.0485275054103688 -0.024574606791176005 -0.030920594274339099 0.043129177920439986 -0.04185054424336257 -0.037146034463686799 0.020736504335356207 -0.050226605484661763 -0.025251398143687355 -0.04563481586474552 -0.047675543337159856 0.05065987628854432 leaf_weight=0.50386040945887645 0.1714389035041709 0.7573592417393219 3.2160314776047012 0.28646453453984388 2.3981252385783596 1.1946107479525343 0.29204331125220262 0.84075259591918472 0.39193732847343321 1.9994362562065338 0.21265018150734238 0.28898876468883861 0.70262082340923349 0.27733394919778254 0.44488131091202376 1.3995112485354182 0.19474542753596225 0.33259022676065786 0.16706926109327469 0.2334913889353627 0.39421421597944561 0.77752720467105974 1.0375963784099438 0.60759155603591353 0.58564432674756972 0.25106843002868107 0.21845207604928862 2.1508367950664264 1.8989020334556699 0.07848417665809293 leaf_count=181 70 2899 470 116 219 324 49 85 66 401 107 25 103 218 90 1343 596 47 9 30 49 122 88 454 102 341 18 1340 10578 7 internal_value=-0.000327838 0.00376987 0.00558049 0.00014389 0.00653843 -0.0245576 5.00491e-06 0.0196277 0.0066078 0.0167257 0.0252655 -0.0214527 -0.000724663 -0.0293557 0.0176922 -0.0268793 0.0280842 -0.0141731 -0.0134626 0.0298419 0.0111062 0.0274932 -0.0228088 -0.0141801 -0.000297838 0.000372389 0.0323999 -0.0361379 -0.0419657 -0.0422447 internal_weight=24.3063 20.7902 20.0329 14.4431 11.1436 3.51602 8.5507 5.58981 6.86472 4.61685 3.61732 3.2995 2.15532 2.79564 1.31457 1.68598 2.59287 2.24787 0.611951 3.40467 1.40523 1.01102 1.91528 0.999529 0.877688 1.44568 3.43448 2.50665 2.07034 2.22932 internal_count=20547 9234 6335 5560 3789 11313 2974 775 1515 1229 709 1771 287 1590 202 1459 815 286 99 602 201 152 239 520 151 665 488 1565 10648 1347 is_linear=0 shrinkage=0.05 Tree=137 num_leaves=31 num_cat=0 split_feature=57 168 336 337 106 364 252 206 381 269 311 17 141 251 191 154 40 172 337 341 3 42 324 138 60 199 344 131 154 47 split_gain=0.912448 0.781645 0.769304 0.655708 0.653459 0.6207 0.494044 0.561283 0.470507 0.504932 0.459196 0.445899 0.428132 0.414849 0.427102 0.405166 0.3955 0.390673 0.377663 0.377117 0.401833 0.375157 0.362065 0.355097 0.350001 0.347369 0.346846 0.307667 0.302142 0.269684 threshold=0.090958919376134886 0.032579319551587112 -0.042070699855685227 -0.021976440213620659 0.0020614613313227896 0.0091654560528695601 0.00046171506983228033 0.028874813579022888 -0.00090486244880594302 0.0073044446762651214 0.011147534009069206 0.023734869435429577 0.021799503825604919 0.010176708921790125 0.016439925879240039 -0.073939811438322053 0.0054986884351819762 0.017045580781996254 -0.03012774512171745 0.0081615885719656962 0.022307356819510463 0.0043675382621586331 0.021986220963299278 0.017259662970900539 0.021697200834751133 0.027035161852836612 1.0000000180025095e-35 0.0012521793250925841 -0.093223575502634035 0.018730057403445247 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 16 17 11 27 12 9 10 -2 13 21 -6 -15 -7 19 -1 -17 29 -21 -8 -19 -3 26 -13 -23 -5 -29 -4 right_child=8 23 3 6 5 15 7 -9 -10 -11 -12 25 -14 14 -16 18 -18 22 -20 20 -22 24 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.023394484266430187 0.045428066920903426 0.036593141385302494 -0.041337709231167058 -0.031259667429998896 -0.041192337533334122 0.035840971683500193 0.049775207811307606 0.045761874417926188 -0.046920324783483326 -0.04106906698014829 -0.029292541956339437 0.040039065044416532 0.025646313753632854 -0.026695842200587901 0.039293531893848141 0.049374961007027415 0.043722941182690885 -0.022858640319238774 -0.040697699179276341 0.044528307057743459 -0.016412073775701332 0.017837417736815724 0.041055985572565075 -0.05018658562042147 0.014756055129316265 -0.024209210383465435 -0.029942902711049518 -0.016158940983572026 0.045240994247713814 0.04522340833627353 leaf_weight=0.43418628769723566 0.55150795210647652 0.13555238817934767 0.41979459701542499 0.19234768722526663 2.6910429657582431 0.86857344255986391 0.22150650584808307 0.55250006800633844 1.4316876515440515 0.63020284293452278 0.32784577261918457 0.44386905024293799 0.82840495942218684 0.73980293758359017 0.3667625277521438 0.156968708972272 2.2892558533494594 0.26695926469983522 0.44999580589501398 0.94053228285338242 0.37971347982966108 0.436212737578899 1.303439544928551 0.90433176232909318 0.71449815198866407 0.3999435484802234 2.9380633590553771 0.23673329345911032 1.3041237098732379 0.11452963381452719 leaf_count=183 152 18 87 30 3203 182 36 61 5973 1699 248 91 127 299 49 31 394 70 129 109 161 33 112 5504 189 283 561 325 180 28 internal_value=-0.000324263 0.00337348 0.00560474 0.0138858 -0.00619066 -0.0143097 0.00499249 -0.00212531 -0.0263856 -0.0069102 0.0175703 -0.02329 -0.00727404 -0.0305952 -0.00482418 0.0139387 0.0298197 0.0185844 -0.0174038 0.0126577 0.0270014 -0.0136011 0.0301908 -0.0388746 -0.0170345 0.00958718 -0.0237661 0.0283647 0.0358077 -0.0227838 internal_weight=23.6709 20.7296 19.6898 11.5682 8.12154 6.11696 7.42439 5.69119 2.94124 1.50956 0.879354 4.64142 5.13869 3.79761 1.10657 1.47554 4.14383 2.00459 0.606965 1.85457 1.32025 4.31028 1.5704 1.03988 4.08877 0.843813 3.37428 1.7332 1.54086 0.534324 internal_count=20547 12475 6953 2321 4632 4267 1542 1007 8072 2099 400 3925 946 3551 348 342 779 365 160 385 270 819 182 5522 783 374 594 535 505 115 is_linear=0 shrinkage=0.05 Tree=138 num_leaves=31 num_cat=0 split_feature=36 368 169 284 143 25 345 65 106 283 265 321 97 57 124 325 96 378 381 287 2 9 28 48 308 41 247 17 45 60 split_gain=0.882364 0.629793 0.657164 0.587577 0.583745 0.716262 0.525751 0.490817 0.42538 0.444678 0.422193 0.415495 0.409734 0.402393 0.392518 0.395438 0.388577 0.360944 0.355466 0.344906 0.343575 0.461938 0.39342 0.318236 0.317837 0.258437 0.256104 0.254166 0.251952 0.311522 threshold=0.019673621281981472 0.024370423518121246 0.016616513021290306 0.0018694325699470939 0.040802830830216415 0.017795394174754623 0.0065583307296037683 -0.015099557582288979 0.0016905774245969953 -0.0032298173755407329 -0.048345467075705521 0.00057424005353823315 -0.051718955859541886 0.063246380537748351 0.029974622651934627 0.0051679224707186231 0.0092232250608503836 0.014998986385762693 0.0036826729774475102 0.0059352004900574693 0.020335338078439239 0.033510247245430953 0.014181646052747967 0.013672644738107921 0.022981583140790466 0.0062450866680592307 0.053840523585677154 0.02118759881705046 0.011645291931927206 0.021697200834751133 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 7 5 20 16 8 9 -3 -4 -5 -7 -8 19 -16 -2 25 -9 27 21 22 -1 28 -13 -10 -22 -14 -18 -30 right_child=6 2 10 11 -6 12 13 18 17 -11 -12 24 14 -15 15 -17 23 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.038722883354871555 -0.029146707960367869 0.047095337211012375 0.032918705478180876 0.0325564108482118 0.038411401698315251 -0.039317176756370954 0.016619809961953221 0.043417726636232216 -0.050914457526176529 -0.030484252170184564 -0.019048700255755873 0.041943350087695605 -0.035379418661606828 -0.045420317390624312 0.044646859297820952 -0.021446430207190871 0.042084607966208915 -0.042634098499228751 -0.030984801046960043 0.039677784464722636 0.050403174652690334 -0.038161516102831625 -0.031506748002276368 -0.027854973055382471 -0.031912354071679756 0.048386133487425077 -0.030793653405339735 0.04287625925845498 -0.050607840452482414 0.029938544957294994 leaf_weight=0.88961368974560728 0.96257234935910618 0.33786968474305468 1.5161262250912844 1.0049411770160075 1.8848682855896184 0.27103572956548294 0.30210713967972003 0.44047041723388103 0.098128117555461691 0.40747022240975628 0.52657273613294808 0.1882448901887982 0.29098408880236126 1.9379637696401912 0.32155922733363673 0.76401792746037245 0.73509368526720187 2.8976741190926987 0.25259100292896619 2.7221858254633844 0.10335881207720365 0.42283862795738958 0.25702912557608215 0.39895503922889464 0.64411750608269358 0.19719418796012178 1.6071063991985282 0.16126194677053718 0.20812917043076595 0.28363704908406362 leaf_count=126 1912 24 207 162 265 56 89 294 73 83 343 17 85 11279 29 81 131 3004 497 369 9 28 76 486 70 35 445 21 175 76 internal_value=-0.000315415 0.00472394 -0.00520126 -0.0130085 0.0134367 0.00741002 -0.0193179 -0.0224999 -0.0293281 0.00468332 0.0195224 0.0109169 0.0202921 -0.0370533 0.0240847 -0.00186891 -0.00396921 -0.0372673 0.0163012 0.0329602 -0.0103858 0.00650794 0.0229804 0.0109373 -0.0152093 0.0153911 -0.0258871 -0.007475 0.0235519 -0.00415093 internal_weight=23.0357 18.2073 8.5114 6.4687 9.69586 7.81099 4.82846 4.6314 3.93834 0.74534 2.0427 1.8373 4.53104 2.24007 4.26001 1.08558 2.58839 3.193 0.693061 3.17443 3.27995 1.56948 1.14664 1.62581 0.832362 0.295322 1.71047 0.452246 1.22686 0.491766 internal_count=20547 6399 4809 4259 1590 1325 14148 4010 3219 107 550 249 641 11368 585 110 2780 3112 791 475 684 230 202 868 87 108 454 106 382 251 is_linear=0 shrinkage=0.05 Tree=139 num_leaves=31 num_cat=0 split_feature=197 48 5 154 60 305 146 57 381 269 97 3 334 364 206 249 327 344 174 199 78 180 232 159 28 179 380 243 168 378 split_gain=0.864787 0.913709 0.654381 0.594511 0.63731 0.584505 0.733696 0.526765 0.440275 0.498628 0.431627 0.426253 0.517567 0.419566 0.387964 0.356991 0.347946 0.34662 0.333452 0.318217 0.289241 0.314762 0.285321 0.276541 0.275782 0.273589 0.270838 0.264729 0.26467 0.249031 threshold=0.0063870516605675229 0.01469911076128483 0.012459731195122005 -0.082144115120172487 0.021199238486588005 0.014956882223486902 -0.0028190868906676765 0.091987479478120818 0.0032356118317693476 0.018452904187142852 -0.030868296511471268 0.018139162100851539 0.024763454683125023 0.00076929194619879137 0.0073123895563185224 0.010803959332406523 0.02540756389498711 0.0015553107368759813 0.019923428073525432 0.028610719367861751 -0.00043195520993322129 0.074488867074251189 0.02250266540795565 -0.0032470634905621405 0.027493653818964962 0.0095824724994599837 0.019641477614641193 0.018488089554011825 0.013170732185244562 0.018582153134047989 decision_type=2 2 2 2 2 2 2 2 2 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 14 13 15 6 23 11 9 10 19 -7 22 -4 -1 28 -11 -3 26 -8 -17 -22 -13 -2 -16 -10 -14 -21 -5 -25 right_child=1 17 3 4 -6 7 8 -9 25 16 -12 12 18 -15 24 20 -18 -19 -20 27 21 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.034773413450649181 0.012811748310229056 0.0055789293909485858 -0.024437385686433083 0.044765571931866525 0.030843552172635291 0.041655680579742491 0.038266110131892406 -0.051379611878029377 -0.028769622539324115 -0.043395485767987636 -0.027961142568909681 -0.050585986244070971 -0.039317431328720592 0.033359872961080887 0.042049604276951008 -0.037627591081383888 0.049058360814601958 -0.047194813688343384 0.03749330579403589 0.042033448002310854 0.024966902572248227 -0.042901405202402432 0.038508998338199645 -0.0057851415103487777 -0.051648502138911236 0.049817025697874197 0.042174123073608523 -0.048281375007552592 -0.032929595730844814 -0.042323750461454201 leaf_weight=0.19362761957745744 0.34770007625775212 0.37706475149025154 0.37764051958947709 0.33578923928144 0.80197073089220783 1.2834589109406813 1.894574620746426 0.29102565364883037 1.2413182258533195 0.54963628863333713 0.37156252296699532 0.098727919641533268 0.86051725080324082 1.8631686234220977 2.289371426981234 1.8045319507509709 0.12488928638776997 1.7796390075018278 0.22802637596032582 0.13082846361794498 0.45818242277891785 0.27241130601760233 1.0004348044822107 0.59348187707655631 0.081321119083440752 0.12159826362039883 0.11566308659530478 0.2136242690612562 0.16273270105739357 2.1764921194117051 leaf_count=100 206 119 82 51 121 154 439 290 1250 784 33 30 438 344 613 211 32 9894 23 33 41 28 232 515 19 14 14 132 16 4289 internal_value=-0.000307922 -0.0080746 0.0120964 0.00315771 -0.00879621 -0.0025375 -0.0104539 0.0133157 0.00213302 0.0120449 0.0219467 0.0185649 0.00569844 0.0236194 0.0332774 -0.0192753 -0.0262775 -0.0379682 -0.0169455 0.0302288 -0.0268814 -0.000338672 0.0305064 -0.0292192 0.0388355 -0.0217582 -0.0296619 -0.0139784 0.0194035 -0.0344952 internal_weight=22.441 13.8003 8.64075 6.07643 3.83562 11.6436 7.76571 3.87785 4.64803 3.28512 2.61059 3.58683 2.30337 2.24081 2.56432 3.03365 0.674526 2.1567 1.20421 2.23903 2.53513 0.730594 1.09916 3.11767 2.37069 1.36292 0.97618 0.344453 0.498522 2.76997 internal_count=20547 18921 1626 894 468 8908 7727 1181 2717 1453 637 891 737 426 732 347 816 10013 475 604 280 69 262 5010 632 1264 452 165 67 4804 is_linear=0 shrinkage=0.05 Tree=140 num_leaves=31 num_cat=0 split_feature=303 41 319 143 156 222 69 65 379 235 378 90 284 82 160 55 147 275 82 284 317 153 352 33 243 139 21 3 99 9 split_gain=0.82479 0.598849 0.577669 0.499779 0.39533 0.54327 0.569352 0.525276 0.480302 0.415625 0.390046 0.375276 0.374012 0.367273 0.350998 0.417981 0.308609 0.297337 0.294342 0.480178 0.305384 0.287909 0.282954 0.275598 0.269831 0.266221 0.252662 0.328083 0.24186 0.23951 threshold=0.012491775676608087 0.0111635341309011 -0.0010356546845287082 0.040959198027849204 -0.0017399936914443968 0.017975823022425178 0.015902060084044937 -0.024719889275729653 0.018886973150074485 -0.0020339339971542354 0.015543445479124786 0.018734511919319633 0.012197216507047417 0.018739975988864902 0.01786298863589764 0.020623178221285347 0.020318531431257728 0.0084320767782628554 0.0056714266538620004 0.00070286163827404391 0.018637465313076976 -0.001383997034281492 -0.0091442135162651522 0.019461587071418766 0.014391446951776745 0.015182201750576498 0.026250525377690796 0.018361854366958145 0.059051286429166801 0.01274695433676243 decision_type=2 2 2 2 2 2 2 2 2 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 -1 4 5 7 26 10 17 28 -4 -3 23 16 -11 22 -10 -6 -5 20 -20 24 -16 29 -13 -8 -7 -28 -9 -2 right_child=1 11 3 18 8 6 25 9 13 14 -12 21 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.044427407809438352 0.046621712615821695 -0.033445020524431927 0.032413981873793421 0.041544058168788589 0.028697870984394781 0.034603927723375144 -0.038211748133274409 -0.044096330466118425 -0.04420950914078467 0.036618391082408809 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0.34104448944708565 0.18205106927052839 1.7299618228789766 leaf_count=3831 15 591 30 233 65 392 150 383 521 427 611 13 37 45 22 38 193 609 98 115 28 276 77 10173 272 48 12 113 42 1087 internal_value=-0.000302933 -0.017311 0.0052472 0.00701246 0.00264433 0.00810531 0.0204457 -0.00381658 -0.0114988 0.0093253 -0.0250975 0.00743731 -0.0285672 0.00944865 0.0196086 -0.00341294 0.0201769 -0.02758 0.0249976 0.0106882 -0.0138304 0.0210957 -0.0263755 -0.0332829 -0.0150185 -0.0153358 0.0292151 -0.00295765 -0.0254832 -0.0202985 internal_weight=21.8436 5.37431 16.4693 15.9041 12.7962 9.23169 4.53622 4.69547 3.56455 2.90284 1.79263 1.68018 3.69413 1.54805 2.24084 0.952159 1.29647 2.0165 3.10788 1.66661 0.908428 1.25942 0.643152 3.39578 0.383725 0.892906 3.64332 0.522695 0.662002 1.85468 internal_count=20547 12464 8083 4252 3778 2345 715 1630 1433 989 641 1152 11312 759 564 137 714 674 474 241 126 561 99 11275 285 198 517 125 425 1102 is_linear=0 shrinkage=0.05 Tree=141 num_leaves=31 num_cat=0 split_feature=36 18 296 247 249 180 71 159 97 237 264 368 9 211 324 273 286 89 302 154 118 381 336 186 245 227 150 359 156 56 split_gain=0.807265 0.609396 0.576033 0.543764 0.560263 0.526108 0.583829 0.504436 0.502681 0.485239 0.454206 0.450339 0.40733 0.385686 0.380487 0.394498 0.347093 0.293989 0.341488 0.29087 0.286545 0.284909 0.283736 0.390969 0.311416 0.291479 0.275092 0.269647 0.264968 0.2556 threshold=0.022793600335717205 0.019498827867209915 0.013753273990005256 0.070144712924957289 0.015341036021709444 0.074073899537324919 0.0089626894332468527 0.019238011911511425 -0.025299686938524243 0.0003126516094198451 0.015631461516022686 0.022817447781562809 0.018062881194055084 0.0099481251090765017 0.032645864412188537 0.0053978164214640864 0.044215751811861999 0.018942720256745819 0.015307824593037369 -0.10340923070907591 0.010923891793936493 -0.0083665573038160784 -0.042304532602429383 0.015298014972358944 0.020548701286315921 0.010236308909952642 0.0043505660723894843 0.048028552904725082 -0.003037770744413137 0.01280021481215954 decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -7 -3 -2 11 -5 16 -8 -13 15 20 -4 18 -14 -1 29 -22 23 25 -24 -21 -12 28 -10 -6 right_child=8 7 3 10 14 6 12 -9 27 -11 26 13 17 -15 -16 -17 -18 -19 -20 22 21 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.032932031866295328 -0.041665915711937222 -0.038870803748468533 -0.039014488284647042 -0.042172395878323859 -0.047202090115355512 0.035917600499603866 0.037567477745184298 0.028589407545112151 0.027777076301145478 0.037361934528301305 -0.020391989402500626 0.022647282854208698 0.029752372215508929 -0.037301114512093662 0.04797197723584018 0.042806973138582477 0.036267687137062674 -0.037133180064362586 -0.024491595233870362 -0.028303956336301603 0.025140921736286848 -0.039206594273481707 0.046167022023475696 -0.037422742356089354 -0.017675798314794856 0.050338566180436334 0.03453828437827397 -0.050268115489432247 -0.025016844204281848 0.035207296812933324 leaf_weight=0.1756523684744028 1.7455679349041049 1.3409239312823036 0.18094019801355743 1.3099785569938833 0.13220292162441305 0.98929324309574473 0.39461215856135856 0.34929218093020598 0.70617194907390501 1.6992722697323186 0.52258513854030741 0.39130375365493797 0.51977883551444415 0.85351005346456077 0.24151072328095313 0.24421775300288562 0.99543195916339755 1.027476495481096 0.6567387906179647 0.15511283480736926 0.19157620838086664 1.6852870811126184 2.4788598235536585 0.30296083170105703 0.20695729187718814 0.4901121902075829 0.40423297415691195 0.22470521557261225 0.35822869639377675 0.32638299955578987 leaf_count=196 10648 4964 10 1628 26 156 57 209 145 212 189 79 64 177 41 22 108 78 80 75 28 188 403 41 28 51 84 137 383 40 internal_value=-0.000297351 0.0036701 0.00658636 -0.00178149 0.00512685 0.0169687 0.00322869 -0.0249298 -0.0241781 0.0168806 -0.0232207 0.00250613 -0.00921602 -0.0184565 -0.0120401 -0.0176585 0.0246884 -0.0175923 -0.000526917 0.0299089 -0.0239813 -0.0326385 0.0329463 0.00943234 0.0412476 0.0314328 0.00356592 -0.000497917 0.0100091 0.01145 internal_weight=21.3009 18.2662 16.576 9.17843 6.94164 7.39755 3.5879 1.69022 3.03467 4.12046 2.2368 2.42119 2.59861 1.24481 2.82118 2.57967 1.17637 2.20399 1.17652 3.80966 2.33545 1.87686 3.634 0.948186 2.68582 0.645225 0.926818 1.28911 1.0644 0.458586 internal_count=20547 9234 4061 2832 931 1229 435 5173 11313 586 1901 374 279 256 345 304 118 222 144 794 282 216 598 167 431 126 273 665 528 66 is_linear=0 shrinkage=0.05 Tree=142 num_leaves=31 num_cat=0 split_feature=223 19 283 179 66 3 265 278 300 128 215 323 17 92 248 309 17 305 220 32 303 139 210 169 34 198 259 3 316 201 split_gain=0.770518 0.653312 0.685729 0.619057 0.872647 0.520266 0.504202 0.464934 0.450017 0.394845 0.3844 0.38366 0.377249 0.465245 0.44456 0.456668 0.336605 0.335317 0.328157 0.319881 0.291189 0.325124 0.291178 0.290768 0.26938 0.266168 0.262336 0.245848 0.224801 0.21826 threshold=0.0065766817424446353 0.01868785917758942 -0.0020190875511616464 -0.0043609207496047011 -0.00018114417616743592 0.017708937637507919 -0.062648624181747423 0.030298069119453434 0.013680836185812952 0.0094917565584182757 0.0026664530159905557 -0.012343088630586861 0.017342629842460159 0.0011690542451106014 0.010451847221702339 0.0071896901354193696 0.020256454125046734 0.01684668101370335 0.0045782923698425302 0.0087473797611892241 0.012626879382878544 0.012761206831783058 0.0018878664122894408 0.012676069978624584 -0.0024693490704521532 0.022724957205355171 -0.025996188633143898 0.018481121398508552 0.024313667789101604 0.011027332860976459 decision_type=2 2 2 2 2 2 2 2 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 12 5 18 17 10 8 22 16 -1 27 14 29 15 -2 -9 -4 19 -5 26 -22 -6 -16 -8 -20 -15 -3 -10 -14 right_child=1 11 3 4 7 -7 24 9 28 -11 -12 -13 13 20 23 -17 -18 -19 25 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.047699958530825745 0.049567886820564469 0.026616381854938306 -0.030624023400986036 -0.033128713009757421 0.023599562258980203 -0.042166566041274035 0.0028065485144400967 -0.043656583165956608 0.047416854373156986 0.039839602091850661 0.0246588810872999 0.036234433239971532 -0.042945830001027654 -0.031779264262007521 -0.040855560973542475 -0.051388755559526544 0.022848144221103747 0.038514095261693984 0.044635713171982623 0.043896952409879404 -0.042226038246870136 0.030163523230173322 -0.040809091418863512 0.0039935367878813242 -0.045706489697759034 -0.033237418124642044 0.037783632521511755 -0.045262766651712499 -0.051219410612253061 0.013115046818277033 leaf_weight=0.24645255894574836 0.53525487482693579 0.21442862067124258 0.31696652035316519 0.37939675946108797 0.19221447857853169 2.0118839533788559 0.3434884030575639 0.43195018198457524 0.27006792824249704 0.594912736909464 0.71906135433164309 2.0931045519391764 0.3709499243996105 0.14235780481249127 0.79962813029851509 0.14165889072683058 0.34004503168398514 0.39257921001990326 1.3631524735974379 0.2090659409732325 0.28707697793288378 0.33741695672506467 2.0146446567378007 0.65941744111478329 1.7140762453600493 0.1193346455838763 2.8266329812322515 0.26719157161278417 0.073482165571476799 0.32637095829704776 leaf_count=53 58 53 272 96 109 7206 117 68 75 47 570 360 18 8 951 72 44 39 244 45 574 80 485 547 7532 10 594 149 32 39 internal_value=-0.000289851 0.0036923 -0.000268284 -0.00941002 -0.0004237 -0.0291836 -0.0236199 -0.0143018 -0.0269124 0.00922741 0.0061889 0.0269761 0.0121208 0.0206678 -0.00504882 0.0284405 -0.0143629 0.00762889 0.0258274 -0.00576344 0.0279205 -0.00311362 -0.0351992 -0.020586 -0.0376078 0.0383672 0.0344482 -0.0132605 0.0263195 -0.0167073 internal_weight=20.7343 17.7112 15.1365 8.7097 5.98827 2.72143 3.02308 3.91732 2.55041 1.36691 0.965514 2.57472 6.42676 4.29081 2.13596 0.676914 0.771995 0.709546 2.07095 0.588463 3.59348 0.624494 2.20686 1.45905 2.05756 1.48249 2.96899 0.48162 0.34355 0.697321 internal_count=20547 12275 11713 8772 1255 7517 8272 860 701 159 623 562 2941 1313 1628 130 112 311 395 141 1256 654 594 1498 7649 254 602 202 107 57 is_linear=0 shrinkage=0.05 Tree=143 num_leaves=31 num_cat=0 split_feature=34 347 259 41 249 18 6 173 45 130 303 21 176 147 305 198 25 236 113 362 239 291 59 278 133 166 66 302 283 331 split_gain=0.738389 0.723964 0.5634 0.561671 0.558029 0.54781 0.442346 0.453184 0.432856 0.393687 0.37293 0.372051 0.362015 0.363278 0.356191 0.345197 0.342221 0.334267 0.322658 0.301509 0.295817 0.365156 0.33124 0.275121 0.269996 0.26665 0.235904 0.276681 0.223571 0.199566 threshold=-0.0027949687791988249 0.0084667569026350992 0.0018897976260632279 0.0098987719975411909 0.015341036021709444 -0.0038637827383354302 0.033828357234597213 -0.011637809220701454 0.026553066447377208 0.018115419894456867 0.010020320769399406 0.023368869908154014 0.0030412797350436453 0.030448035337030891 0.017028633505105976 -0.003476968151517212 0.013399831485003235 0.01697862055152655 0.014333333354443313 0.014314047526568176 0.024089801125228408 -0.010278624482452868 0.012064541690051557 0.024630269035696987 0.013524825219064953 0.016788929700851444 0.003605712554417551 0.014680850785225632 0.006045054644346238 0.018951429054141048 decision_type=2 2 2 2 2 2 2 2 2 2 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 17 8 16 14 -8 15 18 -9 -11 -7 19 -2 -1 -6 -3 29 -14 21 -12 -22 -19 -4 -21 -17 -28 -29 -5 right_child=1 3 24 9 5 12 7 10 -10 11 20 -13 13 -15 -16 26 -18 23 -20 25 22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.04331519028832978 -0.042333026574140759 -0.041481980492779472 0.014314551212332395 -0.021514207003880358 -0.02825222670632235 0.040576537363723297 -0.042693067972244453 0.033396178508180267 -0.037570073587515511 0.039288116224827425 0.045518039163040702 -0.048216911708563487 -0.026676786505381769 -0.027849259468185412 0.018327070708067331 0.044136455145525604 0.044662675933661244 -0.04524817336747413 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50 110 internal_value=-0.000286533 -0.0082899 0.0033413 -0.0214072 0.0111531 -0.00084687 0.00963668 0.0166889 0.0251608 -0.00290676 0.0211182 0.0242432 -0.0105224 -0.0156953 -0.0197155 0.0296656 0.0308185 -0.0350209 -0.0182451 0.00833858 0.0021748 -0.0276435 0.0179082 0.00524862 -0.0322424 0.0289538 0.0329753 0.017515 -0.0120864 0.0158237 internal_weight=20.1623 11.8628 6.28759 5.57525 8.29942 4.47005 5.34242 4.3075 3.82937 2.36344 4.0085 0.853205 3.42387 3.10912 1.03492 3.5728 1.04618 3.21181 1.51024 1.04422 1.57637 0.544471 1.0319 0.444074 0.945168 0.65726 3.4178 1.43292 0.508993 0.475955 internal_count=20547 19060 3892 15168 1487 709 2566 1132 778 1858 1054 339 515 464 1434 738 194 13310 1519 274 674 525 149 705 1326 112 714 283 145 581 is_linear=0 shrinkage=0.05 Tree=144 num_leaves=31 num_cat=0 split_feature=57 168 336 337 160 206 106 194 18 9 284 278 60 381 221 296 172 71 282 255 324 232 365 138 70 90 311 308 97 80 split_gain=0.711533 0.610499 0.601597 0.564777 0.553874 0.541166 0.487264 0.530172 0.46341 0.428671 0.376321 0.515289 0.376311 0.349806 0.434974 0.341559 0.332621 0.326813 0.313558 0.298314 0.29776 0.296109 0.291365 0.289086 0.285366 0.256551 0.237344 0.244733 0.213669 0.206539 threshold=0.091987479478120818 0.032579319551587112 -0.042070699855685227 -0.018541766330599781 0.015876469202339653 0.028874813579022888 0.0020614613313227896 0.050430947914719589 0.019498827867209915 0.017602444626390937 0.0018694325699470939 0.031786605715751655 0.019217858090996746 -0.00090486244880594302 0.023984089493751529 0.0009355881775263698 0.017045580781996254 0.0088758221827447432 0.015786495059728626 0.010807158425450327 0.021986220963299278 0.026976916007697586 0.0074506837408989677 0.017259662970900539 0.02798730414360762 0.016996828839182857 0.008808827959001066 0.028865173459053043 -0.048495644703507416 0.014016710221767427 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 17 16 18 -5 -9 11 12 22 14 -2 -11 29 21 -8 28 -18 -6 26 -3 -21 -14 -4 -28 -17 -1 right_child=13 23 3 4 5 -7 7 9 -10 15 -12 -13 25 -15 -16 19 20 -19 -20 24 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.050053312053472021 -0.034481929092142746 0.035306622443228609 -0.031001491615268724 0.039398617185464509 -0.035530454972578625 0.045415507757653066 0.034684633642314659 0.022265168276346906 -0.050398031957564496 0.051204101483824482 0.0428644074623728 0.044642692968638903 -0.041952520255862484 -0.049225302525237956 0.030867714335850168 -0.050561380358282365 -0.021991926753679499 -0.029527797772552489 -0.013416436500252491 -0.039486175893801052 0.039762125633186873 0.036242744372244472 -0.034733837874130979 -0.050152284775633361 0.050181842141421885 0.036497677301118213 0.038231090448551136 -0.038649650324106492 0.051111137035720303 -0.042120166355904348 leaf_weight=0.075634289649321285 0.62842432692195893 0.11451776255853374 0.28603490443129043 1.0839648495784802 0.21927055131527673 0.36112151025008632 0.75034115018206626 0.45592169734663945 0.16562998491644965 0.12664661632879903 1.7446427602626497 1.0409189423517089 0.11795937812348689 1.0033700800195209 0.42809613748977426 0.073919008827942889 0.2375551274344615 2.04381524110795 0.6177307185898826 2.9376604918397793 1.0947515471198128 0.41697816223313566 0.73943390914064366 0.72832744029801688 0.091492841136641689 0.89434390996029833 0.5383239839648013 0.12815658809995512 0.17171237906586645 0.30936791999920388 leaf_count=7 1579 18 272 254 31 38 120 246 407 9 323 152 68 5234 286 333 90 258 171 3918 126 82 119 5682 9 250 146 89 14 216 internal_value=-0.000280692 0.00297943 0.00507203 0.013062 -0.000528553 -0.0120437 -0.00618383 -0.0137775 0.0274963 -0.0232623 0.0236842 0.0147493 0.00324282 -0.0280821 -0.00800262 -0.0293647 0.0169221 -0.019786 0.0129654 -0.0324805 0.0287512 0.0115075 -0.0111844 -0.0385409 -0.0367778 0.0273562 0.00709699 0.0234478 0.0205143 -0.0240125 internal_weight=19.6261 17.5662 16.7233 9.78059 4.29078 3.04119 6.94273 5.22542 1.24959 3.85735 5.48981 3.74517 2.70425 2.05989 1.05652 3.40143 1.71731 2.68006 1.36807 3.27478 1.33231 0.636249 1.69195 0.842845 3.02915 1.0123 0.952515 0.666481 0.245631 0.385002 internal_count=20547 13448 7748 2489 1070 409 5259 4820 661 4529 1419 1096 944 7099 1865 4283 439 371 291 4274 216 113 626 5700 3927 318 507 235 347 223 is_linear=0 shrinkage=0.05 Tree=145 num_leaves=31 num_cat=0 split_feature=36 368 265 300 151 249 42 251 139 320 331 336 301 302 337 154 302 377 19 104 287 222 227 104 66 377 103 355 189 20 split_gain=0.693526 0.540083 0.556668 0.447171 0.429212 0.419528 0.46782 0.385949 0.379455 0.40125 0.368609 0.342792 0.303885 0.299885 0.293931 0.275425 0.314116 0.269637 0.268558 0.267323 0.291388 0.26032 0.272977 0.256775 0.255054 0.247568 0.242841 0.239289 0.224154 0.221411 threshold=0.022793600335717205 0.02831605821847916 -0.031720327213406556 0.0040747274179011592 0.01035747677087784 0.014799790922552349 0.010616980958729984 0.019510605372488502 0.015453336760401728 0.0076141832396388063 0.0191261125728488 -0.050916714593768113 0.020697696134448055 0.012772381305694582 -0.026724596507847306 -0.082144115120172487 0.015597894787788393 0.0032316396245732908 -0.00078807290992699553 0.025466759689152244 0.012765341438353063 0.01473806891590357 0.0042946473695337781 0.034805346280336387 0.0049893509130924949 -0.0013681703130714593 0.015166277531534435 0.0023637344129383568 0.0010749859502539041 0.0062416878063231715 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 26 10 8 11 14 9 23 12 -7 -3 24 -8 16 -16 -11 -12 20 25 22 -10 -1 -6 -13 27 -2 -28 -24 right_child=3 4 -4 -5 13 6 7 -9 21 17 18 19 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 28 -29 -30 -31 leaf_value=0.031876103888724583 -0.050231815962914254 -0.038813689328103029 -0.037992469756404697 -0.047130507553254819 0.024517439815079967 -0.047730161322408093 0.031080374006535367 0.038814506884506245 -0.047402306319733856 0.028012184896629364 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0.40189200164968497 0.59394522488219081 0.88504345359251602 leaf_count=307 503 758 2804 10141 80 100 74 41 18 35 40 25 58 2793 43 181 34 145 747 158 49 296 29 51 213 46 64 385 220 109 internal_value=-0.000274309 0.0035943 0.00907976 -0.0237606 -0.0114293 0.0115431 0.00129908 -0.00996943 0.0205203 0.00678314 0.00723379 0.0207843 -0.0178324 -0.0245497 -0.01583 -0.0210291 0.00464265 -0.0142222 0.0275569 0.027193 0.00746379 0.0318815 0.0132835 0.0241399 -0.000350762 -0.0119071 -0.00603493 -0.0243128 0.0156082 0.0226405 internal_weight=19.0824 16.3837 12.0017 2.6987 4.38208 11.4048 5.32656 3.37485 6.07826 2.75142 1.80895 1.95171 0.809958 2.57313 3.0129 2.71229 0.754253 1.24487 0.998989 1.78477 0.875097 3.32684 1.20183 1.50656 0.854906 0.603199 1.53468 0.832022 0.702654 1.04128 internal_count=20547 9234 4545 11313 4689 1741 751 373 990 538 1603 378 816 3086 332 258 77 180 787 278 120 452 156 358 293 71 1172 888 284 138 is_linear=0 shrinkage=0.05 Tree=146 num_leaves=31 num_cat=0 split_feature=76 378 143 247 207 354 108 372 90 197 337 154 313 381 368 192 70 352 55 299 269 259 284 168 226 66 139 18 349 347 split_gain=0.661257 0.615508 0.461804 0.428079 0.394815 0.433656 0.604023 0.425183 0.412427 0.41104 0.378735 0.363478 0.33673 0.456056 0.330649 0.354203 0.310608 0.304457 0.284359 0.278068 0.272779 0.392376 0.274652 0.267779 0.253971 0.252045 0.242664 0.237552 0.237369 0.23308 threshold=-0.0095975617878139002 0.033795263618230827 0.041124707087874419 0.075429197400808348 0.011481583118438722 0.026906453073024753 0.014273513108491899 0.082699291408061995 0.024866654537618164 0.0088780126534402388 -0.014389670919626949 -0.10197910666465758 0.021325021050870422 0.0019829133525490765 0.024370423518121246 0.0095061343163251894 -0.0036811735481023784 -0.013290385250002144 0.01822826731950045 0.032651266083121307 0.015929342247545723 0.0010278659174218776 0.0043131310958415279 0.026862013153731826 0.024794364348053936 -0.0011343103251419959 0.023893693462014202 0.0025504727382212882 -0.0026814345037564631 0.0014496336225420239 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 11 -9 13 20 -4 -16 -14 -15 25 -8 21 -6 -22 24 -11 -17 -2 -12 -13 -3 right_child=26 29 14 -5 12 9 19 10 -10 23 27 28 16 17 15 18 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.043340978404950672 -0.050082138624281153 0.0087699735362951406 0.039593439937712742 -0.035193899487990891 0.038383095639479628 0.037720383916795018 -0.041799138905686803 -0.050177870802679214 0.0385293162227172 -0.035941425875928898 0.050302981974459676 -0.038532898050482406 -0.0505384425339412 0.04685528779630397 0.035844510642968987 0.049218184035737619 0.031192119128651066 -0.032183020795106862 0.031524398846898199 0.023385986434349637 -0.037899445012595269 -0.043735252766883385 0.032894239574532413 -0.047054533504153007 0.026192854979506443 -0.039799531736958854 0.013041987490791124 -0.035771505376908201 0.042344582114216413 -0.04212745652172236 leaf_weight=0.75488788595976819 0.86005733944693818 0.28838232101406802 1.4419463772901502 0.7845258962443048 1.2318630534027764 0.97047912979178397 1.6955280236616088 0.13490590767469712 0.1931964009127114 0.23135155887575798 0.097047386050684969 0.098285589141601126 0.12254068889888037 0.13829070310748637 0.63502441493983475 0.091076299373526126 2.2635376618964074 1.0242379640403667 0.27209801825301838 0.18107619518559648 0.37271406928266504 0.1649436357365629 0.21663682672078721 0.30162135597493034 0.56880636417190544 0.62658169633868965 0.18499764730222523 0.46061067536720657 1.1787674587503669 1.0223364210214638 leaf_count=354 7453 75 258 2759 273 140 251 378 33 26 12 57 56 21 234 10 669 757 73 33 211 167 27 157 123 147 53 416 392 4932 internal_value=-0.000267993 0.00203116 0.0046893 0.000624666 0.0028906 -0.00511903 -0.01338 0.000853095 -0.0266578 0.0139933 0.0140956 0.0278747 0.0128275 0.00209163 0.0221658 0.00669925 0.0269947 -0.0227809 -0.0120003 -0.0355093 0.0166499 0.028686 -0.0118767 -0.00690619 0.00822782 -0.0285025 -0.0389078 -0.0207922 0.03612 -0.0309291 internal_weight=18.6084 17.5633 16.2526 13.1859 12.4013 6.86656 4.79431 2.9177 0.948084 2.07226 1.96962 1.41196 5.53476 3.14869 3.06673 1.62478 2.38608 1.16253 0.989756 1.8766 1.98616 1.39681 0.589351 1.10178 0.800158 0.717658 1.04505 0.557658 1.27705 1.31072 internal_count=20547 13041 8034 7312 4553 2372 1926 1642 387 446 1255 827 2181 1456 722 464 725 778 230 284 678 440 238 306 149 157 7506 428 449 5007 is_linear=0 shrinkage=0.05 Tree=147 num_leaves=31 num_cat=0 split_feature=303 247 17 287 337 76 284 18 290 277 89 82 88 273 169 286 301 249 179 65 60 316 21 275 326 368 330 365 143 372 split_gain=0.640378 0.461219 0.454028 0.565595 0.414835 0.407199 0.385069 0.459971 0.399921 0.383885 0.330042 0.326281 0.321833 0.281808 0.27749 0.273847 0.266632 0.272218 0.263801 0.252675 0.29663 0.262368 0.24277 0.222399 0.215907 0.206529 0.205933 0.261051 0.202675 0.19167 threshold=0.012491775676608087 0.069595608860254302 0.022732648067176345 0.015151486266404392 -0.011679092887789009 -0.019506164826452729 0.0020573213696479802 0.011679559014737608 0.013373584486544134 0.018001724965870384 0.019970223307609562 0.0012190871639177205 0.0024003727594390516 0.004716377006843687 0.019733232446014885 0.048783786594867713 0.014528423547744753 0.012459227815270426 0.0069038495421409616 -0.024571060203015801 0.014146580826491119 0.02116075158119202 0.030246830545365814 0.021026605740189556 0.014296881388872864 0.040483722463250167 0.0023840138455852871 0.0068871185649186381 0.037772316485643394 0.084970157593488707 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 3 6 15 10 8 16 14 22 26 -6 -10 -12 -1 -4 -8 -18 -3 -14 -21 23 29 -22 -11 -7 27 -2 -19 -5 right_child=1 18 4 9 11 25 7 -9 12 24 13 -13 19 -15 -16 -17 17 28 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.039830034032422058 -0.031335618801513275 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0.36986729174532229 0.17289521181373846 0.60433127372016282 0.79041394598971215 0.39216363987725344 0.11192580838542188 0.095772592638240894 0.42983933477080427 0.07429253092414001 0.77250160983749083 0.33342224225634709 0.17233206176751992 1.6817376357539613 leaf_count=4816 81 8736 97 37 43 3158 63 306 55 81 160 46 504 14 118 561 60 47 37 161 376 242 35 25 67 18 210 50 33 310 internal_value=-0.000265494 -0.0168416 0.00506928 -0.000445338 0.0200975 -0.00463894 -0.00824656 0.0100564 -0.0157598 0.0176446 0.00778324 -0.0179085 -0.00397842 -0.0259713 -0.0328583 0.0275193 0.0230541 0.00569272 -0.0382784 -0.0100606 -0.000494443 0.0131514 0.0285942 0.02822 -0.0113879 -0.0338136 0.0201909 -0.000137629 -0.0169658 0.0324538 internal_weight=18.1041 4.40791 13.6962 10.0195 3.67667 2.80894 7.00055 2.03735 4.9632 3.01897 1.9701 0.600676 2.93849 0.52953 2.0247 3.076 1.56802 0.917487 1.59897 2.58874 1.88268 1.27835 2.19218 0.886187 0.826785 0.838841 1.44057 0.668069 0.542199 2.08025 internal_count=20547 12464 8083 7336 747 3691 6806 509 6297 530 515 89 1363 174 4934 658 203 140 8773 1308 804 643 382 401 148 3176 341 131 80 347 is_linear=0 shrinkage=0.05 Tree=148 num_leaves=31 num_cat=0 split_feature=36 287 273 17 345 278 284 174 81 125 320 226 155 166 178 239 57 144 96 334 141 302 256 139 48 73 346 187 285 180 split_gain=0.62369 0.479945 0.523648 0.480208 0.408568 0.358702 0.434555 0.419565 0.380744 0.454421 0.350263 0.340638 0.393106 0.359706 0.337655 0.320283 0.30603 0.296894 0.277517 0.229442 0.226449 0.243272 0.279342 0.223529 0.218413 0.231177 0.21496 0.212968 0.211874 0.200863 threshold=0.0192545410245657 0.015538473613560201 -0.010941851418465374 0.022732648067176345 0.0065583307296037683 0.031246694736182693 0.0018694325699470939 0.006557122105732561 0.018393243663012985 0.033870127052068717 0.017211936414241794 0.029955622740089897 0.0041516176424920568 0.012191026471555235 0.00054485598229803156 0.015006896108388902 0.063246380537748351 0.011406456120312216 0.0092232250608503836 0.033786794170737273 0.010781073011457922 0.015597894787788393 0.022875744849443439 0.011031209025532009 0.013672644738107921 -0.0027034363010898228 0.022946479730308059 -0.00036574297701008612 0.023853810504078869 0.073393240571022048 decision_type=2 2 2 2 2 2 2 2 2 2 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 18 6 7 -1 9 19 20 12 -5 -13 17 -8 -6 29 -2 -9 21 -4 -23 -16 25 -20 27 -17 -14 -7 right_child=4 2 10 11 16 14 15 8 -10 -11 -12 13 28 -15 23 26 -18 -19 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.038227269478655845 -0.028000033937819576 -0.031583075900618478 0.040772515001740797 -0.043440297244694032 0.015945212337871575 0.0127575406782005 -0.049047312897905752 -0.039218718731723785 -0.042603327422367693 0.034247949185322972 -0.024594415084098951 0.02662208142769696 -0.023506029732794639 -0.034739122116608949 -0.018559067800102958 -0.024781741321924806 -0.045216136484278101 0.040217817715254539 0.034812916705827764 0.038884544932059117 0.043370170124526951 -0.044468362285616819 0.027256587084898115 0.040738299442179271 -0.027202085604966432 -0.017334703409329393 -0.021105711764726479 0.037332745011437588 0.04074897409710216 -0.048586706958506809 leaf_weight=2.0874784303341607 0.7536697693140012 0.42456833856704213 0.45442685198941024 0.17250071153830537 0.23822162495707733 0.19283592104329716 0.21002598177074094 0.48518050971324533 0.50493849801205204 0.75004640269253287 0.29151723818722519 0.42649610196167476 0.13933774285032985 0.54280297148943646 0.19456244779212262 0.16317272849846609 1.4460031310518386 0.20050028240075335 0.77335451508042752 0.11663690827117534 1.8379904584944595 0.2730467489491275 0.26996651571971597 0.8677673531929031 0.30993728923203878 0.29306626783363732 0.28605623161274696 0.89440281541465083 1.6185805517561673 0.43324604845111025 leaf_count=3146 1951 51 65 55 89 16 99 744 179 165 53 86 38 60 49 22 11624 38 212 53 318 40 34 101 489 188 85 145 284 68 internal_value=-0.000260858 0.00467338 0.0205207 -0.000798031 -0.0181622 -0.00756661 -0.0140248 -0.0228472 -0.00555648 0.00828099 0.0275952 0.0164445 0.028588 -0.00773991 0.0112309 0.00837261 -0.0365653 -0.0127346 -0.00361085 -0.0240817 0.032961 0.0137798 -0.00880932 0.0298782 0.00974424 0.0204821 0.017348 0.0277491 0.0356559 -0.0296924 internal_weight=17.6523 13.8381 3.55152 10.2866 3.81425 7.38685 5.49794 3.94428 1.8568 1.35186 3.12695 2.89972 1.93042 0.969299 1.88891 1.55366 1.68422 0.826582 2.13003 0.601817 2.83543 0.99744 0.543013 1.06233 1.37636 1.06642 1.34363 1.05758 1.75792 0.626082 internal_count=20547 5994 561 5433 14553 4910 4638 4287 1141 962 510 523 377 146 272 351 11713 122 2840 797 457 139 74 150 889 400 252 167 322 84 is_linear=0 shrinkage=0.05 Tree=149 num_leaves=31 num_cat=0 split_feature=197 179 178 97 60 234 163 265 187 2 334 145 133 17 335 241 123 25 228 360 378 305 127 12 120 56 124 217 59 107 split_gain=0.602115 0.651859 0.440861 0.440734 0.463637 0.444519 0.420781 0.384961 0.38193 0.37581 0.337553 0.300727 0.29824 0.297363 0.28847 0.285344 0.267939 0.2446 0.242424 0.213634 0.216679 0.211281 0.232322 0.255951 0.219291 0.208532 0.207368 0.197162 0.195812 0.189303 threshold=0.0071776232216507205 -0.0046384155284613362 0.0048160653095692405 -0.051263825967907899 0.020934846252202991 0.013763784896582367 0.01689961459487677 -0.050899604335427277 0.013637376483529808 0.012204420752823355 0.028225513175129894 -0.0078938663937151415 0.023091599345207218 0.026913980022072796 0.022127911448478702 0.022792140953242782 0.016120934858918193 0.019501572474837307 0.012349749449640514 0.028144769370555881 0.025645884685218338 0.015047808643430473 -0.0068237106315791598 0.0068044699728488931 0.019550482742488388 0.01108701527118683 0.023349103517830375 0.014368737582117321 0.0068971577566117057 -0.047845778986811631 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 6 9 13 5 7 19 8 16 -3 14 -4 15 -1 -8 21 -5 28 -18 -2 -21 22 23 -11 -23 -14 -27 -9 -16 -7 right_child=1 2 11 4 -6 29 10 27 -10 12 -12 -13 25 -15 17 -17 18 -19 -20 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.040941201773824147 -0.050134360189535869 0.033056296788465077 0.040239875604905759 -0.028639961063000131 0.037764482466008893 -0.01079809977914508 -0.031905799711550553 0.034159163688289237 0.034729162234332173 0.041847262449119349 -0.040963240812455726 -0.013550381421318947 -0.045197106726300978 0.036169623016333745 0.050728436277884092 0.032279190732352268 0.050683834510370923 0.026738748352003929 -0.016474418948238624 0.019883842915888704 -0.048432418458006471 0.038897168467221868 -0.03577280928508457 -0.046683181142202677 -0.040694934430134062 0.030836779307980563 -0.036332284437441201 -0.04719665871070243 -0.032855968477565972 0.040630215123567438 leaf_weight=0.61146680668753095 1.4149433235361364 0.55497530276261109 1.0769483494441372 1.7553297652048065 1.6501464227512768 0.21425428334623564 0.4926607268280353 0.80329564975545809 0.38487792754312966 0.24254957316952641 0.63379965506828728 0.34246737413923245 0.83307685922409269 0.15715848139370792 0.085982332464481948 0.52180235903142591 0.22873930260539044 0.96935898387528141 0.32572386390529573 0.25535036845030834 0.21278704118230962 0.34207446009531839 0.8317826906641137 0.12306515971795307 0.11584957591549028 0.22644430230502621 0.23328192582994234 0.082079974716180004 0.37860324724533712 1.0854265162342924 leaf_count=556 13077 86 416 150 346 19 893 195 69 95 219 262 714 36 7 116 28 374 27 349 634 65 550 56 15 132 139 411 317 194 internal_value=-0.000255045 -0.00829559 0.00330252 0.0106381 0.0148535 0.00710588 -0.022506 -0.00198679 -0.011385 -0.00514689 -0.00931079 0.0272617 -0.0112571 -0.0251746 0.00110198 3.87455e-05 -0.0190689 0.0124425 0.0112312 -0.0404474 -0.0111686 -0.0101243 -0.0211711 0.0120481 0.0187613 -0.0302796 -0.00324726 0.026617 -0.0173867 0.0321522 internal_weight=17.1863 9.8878 5.44432 7.2985 6.52987 4.87973 4.44349 3.58005 2.69467 4.0249 2.5604 1.41942 3.46993 0.768625 1.92661 2.17712 2.30979 1.43394 0.554463 1.88308 0.468137 1.65532 1.1974 0.365615 0.457924 1.2928 0.459726 0.885376 0.464586 1.29968 internal_count=20547 18516 2646 2031 1439 1093 15870 880 274 1968 1810 678 1882 592 1591 897 205 698 55 14060 983 781 701 151 80 985 271 606 324 213 is_linear=0 shrinkage=0.05 Tree=150 num_leaves=31 num_cat=0 split_feature=342 223 283 308 368 1 200 378 80 241 65 4 124 275 142 369 55 215 65 322 70 137 11 207 284 127 369 180 3 22 split_gain=0.58498 0.49312 0.488306 0.661432 0.396779 0.355626 0.355058 0.334354 0.330256 0.459534 0.308972 0.415422 0.288862 0.281872 0.315961 0.26593 0.263559 0.262414 0.260632 0.273004 0.247053 0.238406 0.229602 0.218563 0.217816 0.214464 0.207583 0.18755 0.184166 0.188968 threshold=0.025953212752938274 0.0065766817424446353 -0.0028916648589074607 0.025712054222822193 0.024630255997180942 0.0075400294736027726 0.029925064183771614 0.015765179879963401 0.019130260683596138 0.02021260000765324 -0.029211613349616524 0.0082932012155652064 0.028002651408314708 0.011576846241950991 0.017487640492618087 0.016471142880618576 0.026687334291636947 0.0039278480689972648 -0.029106970876455304 0.015156917273998262 0.024928187020123008 0.029903869144618515 0.014139647129923107 0.017204242758452896 0.0076473732478916654 -0.018029245547950264 0.012500057928264143 0.071310844272375121 0.011372468434274198 -0.03643763251602649 decision_type=2 2 2 2 2 2 2 2 2 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 12 5 8 10 21 22 15 23 27 13 18 -12 -15 -5 28 -8 19 20 -3 -1 26 -10 -9 -20 -6 -4 -14 -30 right_child=-2 2 3 4 7 -7 17 24 9 -11 11 -13 16 14 -16 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.042114050611399882 -0.043818852138824894 -0.046856368932386504 0.012445525579902529 0.033620166774701345 0.045336403950666355 0.041335655626942545 -0.035609765822216956 -0.042888261059460073 -0.042533396030821104 0.039172938677314667 0.027029441885162066 0.039709014438693548 0.041531829829194393 -0.03023434608578339 0.036252735451928524 -0.040853645958806667 0.04254793264985457 0.030170623870601671 -0.029118921622663642 0.039065682951288795 0.044832312702480281 0.016098750673375253 -0.050999838150331503 0.027980823308745191 0.014792104256906047 0.034112336742250463 -0.051125473244947012 -0.049834834108973214 0.0040048098824727622 -0.038250471358163229 leaf_weight=1.2827916972237354 0.73658038562280026 0.33929488420471887 0.18112492967702642 0.81899798402446355 0.30543969147402128 0.86484377405940893 0.22295026858409972 1.8044705183529002 0.82274955218963419 0.28608433157933177 0.54353379138773972 0.89989276320920897 0.14490828724228766 0.89041646915575234 0.22355218711891212 0.1404186302315793 0.2792785048513905 0.473827682013507 0.14065961725282283 0.24470950559043558 0.093773047206923366 0.20382848695589917 0.12314773450998473 0.12683190287134494 0.1799985014622506 2.8757204079447578 0.068231375513278181 0.36342352536667022 0.49559822596711434 0.56762295102453209 leaf_count=6743 4640 176 51 290 117 159 76 4171 894 187 111 250 31 156 34 34 37 240 14 51 20 122 66 149 29 1313 7 183 138 58 internal_value=-0.000251418 0.00175325 0.00524075 -0.00203507 -0.0147742 0.0129829 -0.0203287 -0.0284729 0.000710465 -0.0163788 0.00507796 0.0123596 0.0173772 -0.00248891 -0.0168917 0.0227203 -0.00122767 0.00912266 0.0248683 -0.003149 -0.0270028 -0.0341326 0.00820956 -0.0331151 -0.0376564 0.0311637 0.0277227 -0.0291195 -0.0113471 -0.0185541 internal_weight=16.7447 16.0081 13.8247 8.64316 4.67637 3.96679 2.1834 2.48129 2.19508 1.23567 3.10194 2.5574 5.18157 1.6575 1.11397 0.959417 1.48741 0.696778 3.69416 0.677777 0.433068 1.48662 0.496819 0.949581 1.98447 3.01638 0.373671 0.544548 1.20813 1.06322 internal_count=20547 15907 8726 6888 5944 944 7181 4390 1554 1230 785 551 1838 301 190 324 264 316 1574 247 196 6865 190 1043 4200 1327 124 234 227 196 is_linear=0 shrinkage=0.05 Tree=151 num_leaves=31 num_cat=0 split_feature=76 287 56 90 369 71 180 4 273 176 302 89 6 258 48 301 306 279 179 96 335 54 305 154 378 368 343 3 369 283 split_gain=0.564124 0.516911 0.574898 0.405175 0.395732 0.344224 0.476286 0.499326 0.413007 0.387326 0.326699 0.447695 0.297974 0.296239 0.296064 0.257952 0.231938 0.231804 0.216435 0.214885 0.206674 0.206248 0.203528 0.195544 0.195428 0.182918 0.272137 0.182507 0.260035 0.155335 threshold=-0.0095975617878139002 0.0049280356615781793 0.0087884315289556997 0.020994673483073715 0.018845409154891971 0.0087445718236267584 0.073588773608207717 0.0071057209279388198 -0.0018567126826383171 0.0041231480427086362 0.015562252607196571 0.017709375359117988 0.034861424937844283 0.022463811561465267 0.00078652700176462542 0.031247638165950779 0.0058861216530203828 0.017911236733198169 0.0095824724994599837 0.0066801803186535844 0.034844424575567252 -0.025108797475695607 0.021917455829679969 -0.10820373147726058 0.030376576818525795 0.025029963813722137 0.029270897619426254 0.017057465389370922 0.0094388765282928961 -0.0076230317354202262 decision_type=2 2 2 2 2 2 2 2 2 2 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 16 5 8 7 14 17 23 11 20 -5 21 19 -1 -4 27 -12 -7 -11 -9 -2 -8 -14 26 -13 -3 -29 -6 right_child=22 4 3 12 29 6 9 13 -10 10 18 25 24 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.040367009793232107 -0.050085291846109006 0.040088629063340424 0.033317955740743886 -0.024072942523898744 0.0053978508773802119 -0.013215914406329021 -0.038099280848568277 -0.031316773607173741 0.038540772609996776 0.032221769814762491 -0.041208467740199033 -0.04383565324712628 0.037779625094405772 -0.042444691901273673 -0.023388728040419228 0.037789118477837988 -0.039405442875061494 -0.025126181979625059 0.050656684968270839 0.048245390452252561 -0.034080115690846159 0.04053054051452637 0.011488834409998426 0.038437490884357745 -0.050241773684103111 -0.047508118503553631 0.036342658128200853 -0.03409914895284382 0.028739423189916957 -0.043580436964621792 leaf_weight=1.6173845657212962 0.73237620173677065 0.47278789681149669 0.13394801963659153 0.30187581916470652 0.23762159740726929 0.24672220848151505 0.098843169951578602 0.10545785021531573 1.8794935285550272 0.76660074733808892 1.1734450446674598 0.20793411522026872 0.99666289042943368 0.12555776836234134 0.91535745926375967 0.11294524762342906 0.60412982286288752 0.47868583947638388 0.067821605363860615 0.33573735703248531 0.13882151355574024 1.8908419089420938 0.16431441047461703 0.536001103180752 0.067318630684894742 0.50889015040229424 0.21552734155557118 0.30874338649300626 0.35271551128971623 0.50789227056520836 leaf_count=5423 7440 67 86 571 58 29 13 107 601 154 360 18 216 397 380 112 2174 237 8 61 35 412 66 145 465 105 23 299 207 278 internal_value=-0.000249754 0.00199418 -0.0139165 0.00364135 0.00726627 0.00969271 0.00354005 0.0164471 0.0226123 -0.00903956 -0.0163715 -0.0029864 0.019771 0.0320497 -0.00565618 -0.0352655 -0.0262074 0.00405152 -0.036189 0.0222112 0.0220562 0.0367351 -0.0388021 0.026521 0.0322105 -0.0273057 -0.00302765 0.0163654 -0.000591188 -0.0279693 internal_weight=16.3025 15.4058 3.83426 2.10394 11.5715 10.826 7.33356 3.61967 3.49243 3.71388 3.07904 1.83777 1.36586 2.12186 1.49782 1.73033 0.738078 1.61293 1.24127 0.58246 0.905422 1.9963 0.896691 0.634844 1.06398 0.932352 0.423461 1.13425 0.661459 0.745514 internal_count=20547 13041 9047 3512 3994 3658 2247 1386 1411 861 703 335 1252 916 470 5535 2260 810 368 90 189 519 7506 158 681 146 41 573 506 336 is_linear=0 shrinkage=0.05 Tree=152 num_leaves=31 num_cat=0 split_feature=34 347 259 41 249 18 45 303 239 263 176 147 134 25 196 236 198 173 362 166 171 133 91 113 22 204 166 278 80 66 split_gain=0.548772 0.511038 0.435738 0.412468 0.407338 0.399127 0.33819 0.328201 0.331734 0.299996 0.277974 0.280448 0.277967 0.268099 0.266565 0.259922 0.246917 0.246399 0.235913 0.224429 0.232543 0.209203 0.208485 0.254295 0.205358 0.231775 0.20091 0.194907 0.193925 0.193776 threshold=-0.0027949687791988249 0.0084667569026350992 0.0018897976260632279 0.0098987719975411909 0.015341036021709444 -0.0038637827383354302 0.026553066447377208 0.010020320769399406 0.024089801125228408 0.018073487095534805 0.0022374788532033567 0.030448035337030891 -0.0023457285715267058 0.013399831485003235 0.016229858621954921 0.01697862055152655 -0.003476968151517212 -0.011637809220701454 0.014314047526568176 0.0076814554631710061 0.013139338232576849 0.013524825219064953 0.0079521737061440962 0.014333333354443313 -0.023560094647109505 0.028435882180929187 0.016788929700851444 0.024630269035696987 0.014016710221767427 0.003605712554417551 decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 13 16 17 12 14 -7 18 -9 -6 22 -3 -1 -2 -12 20 -10 -4 -5 -24 25 -19 -20 -17 -13 -18 right_child=1 3 21 9 5 10 -8 8 19 -11 11 28 -14 -15 -16 27 29 24 26 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.042417758828660765 -0.023776056891564042 -0.040698918856961308 0.012879912045860262 0.041262610580366975 -0.027879321805757779 0.048621670403343677 -0.037395182811251627 0.044303860698488462 -0.050729885319729356 -0.034706706180918721 -0.025125063436533535 0.030653546982516069 -0.0489284307250119 0.043983112297087901 -0.028660922393335383 -0.04420955588429603 0.043608380474059204 0.03322157067900746 0.04596962291038819 0.027936170796635736 0.027250192966333638 -0.047565565003521361 0.041627743781428014 -0.038447439103502207 -0.041105572654531936 -0.042763665228781063 -0.027821752631016963 0.034570800881784325 -0.030986697388758214 0.016409832683723546 leaf_weight=0.11614732383895976 0.27875038540150887 2.106788199867879 0.19215150627496758 0.5991979759710373 0.16144379420438815 0.18931736382364794 0.20622309274040151 0.093165596321341138 0.24085506154369773 0.53460851300405909 0.31316482492547981 0.13900817418470968 0.56345105898071812 0.66189551088609733 0.34088209804758651 0.12238038906798454 1.5406645530383696 2.031879359888991 0.41455925211630529 0.64366638492720085 0.15853059661822044 0.56128674831415992 0.16997791934409179 0.23793227515488979 0.10829959357215324 0.10557135385170102 0.11864078475628048 0.21901981519476976 1.5545947635982882 1.1389895589745718 leaf_count=24 79 12605 86 319 18 43 40 10 57 565 162 20 1261 176 693 614 431 640 88 188 19 1240 133 148 280 32 27 91 175 283 internal_value=-0.000245605 -0.00804948 0.00287831 -0.0206094 0.0108368 -0.000621063 0.0243962 0.00912609 -0.00785928 -0.00301292 -0.0098259 -0.0141823 -0.0356999 0.029892 0.00955674 -0.0341406 0.0289541 0.0205618 0.00931992 0.00966684 -0.0197768 -0.03215 0.0224925 -0.00507977 0.0260652 0.0294686 0.0295505 0.00633072 -0.0259274 0.0320476 internal_weight=15.863 9.30839 4.97761 4.33079 6.55465 3.55262 3.00202 4.22417 1.69967 1.8826 2.72929 2.53997 0.656617 0.823339 1.34799 2.44819 2.7958 2.5245 0.846365 1.04305 0.399386 0.753438 1.00711 0.40791 2.24575 2.13745 0.5332 0.3414 1.6936 2.67965 internal_count=20547 19060 3892 15168 1487 709 778 2566 1535 1858 515 472 1271 194 1293 13310 738 1031 277 264 76 1326 600 281 952 672 115 705 195 714 is_linear=0 shrinkage=0.05 Tree=153 num_leaves=31 num_cat=0 split_feature=57 283 33 48 279 378 89 9 296 92 200 381 221 16 186 70 3 80 336 177 195 307 305 79 232 14 168 127 25 99 split_gain=0.528598 0.472669 0.521499 0.447724 0.390961 0.344523 0.339378 0.462239 0.394051 0.296762 0.323702 0.288391 0.336524 0.270598 0.345591 0.250852 0.24208 0.236363 0.271358 0.233079 0.211049 0.210902 0.310097 0.228676 0.201595 0.189751 0.184596 0.177026 0.174185 0.145209 threshold=0.091802194714546217 -0.0057584720198065034 0.0058985722716897735 0.014022891875356438 0.012172878719866278 0.026907294057309631 0.019885472953319553 0.025433228351175789 0.010176966898143293 0.0011690542451106014 0.024506923742592338 -0.00090486244880594302 0.023984089493751529 0.019009049050509933 0.021026761271059517 -0.0031602664384990926 0.01433887565508485 0.018728119321167472 -0.03885290585458278 0.017483294010162357 0.0078818406909704226 0.0077651941683143386 0.017933064140379432 0.010729819536209108 0.020880073308944706 -0.0013752995291724799 0.020144771784543995 -0.012978387996554373 0.012250623200088741 0.057880098000168807 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 13 4 21 6 7 19 -9 10 -1 12 -2 14 17 -11 -5 -3 -19 24 25 22 23 -4 -6 -10 -8 -7 -17 -26 right_child=11 2 3 16 5 27 26 8 20 15 -12 -13 -14 -15 -16 28 -18 18 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.031241144961069139 -0.033808836250311385 0.046343500551592094 0.02396009997381026 0.015792361043300115 -0.04258282966667621 0.01833570221794581 -0.033404931974963629 0.041330600098315254 0.050139866819069637 -0.050329448082588171 0.044862884717707413 -0.049156727867433282 0.029984722806452754 0.049297343024145353 -0.035885351547394501 -0.020078301079476005 -0.04510283261398404 -0.03224182081076981 0.042530213919199589 -0.027970552748987812 -0.041159437930916726 0.030264849733403928 0.046970161613322153 -0.034259396662905721 0.04092563088019821 -0.024988485523672253 0.025612667923835791 -0.039671757545595279 0.039191718116321071 0.0068762182755555028 leaf_weight=0.44827246878412497 0.49243367073358968 0.53818846779176854 0.24427509690212745 0.19506387161527505 0.096435325060156507 0.14972032227524312 1.0326252794729951 0.24892123007884936 0.13954086121520959 0.089934024657851164 0.20299593720119447 0.77909029792499562 0.35631536137952935 0.61324190173763771 0.32285905128810544 0.133150371460942 0.99925591046849149 0.29405501928704303 0.20658666722010843 0.21204131309059437 0.85542923178581987 1.1592557813892197 0.25729840634085122 0.54490164751405246 1.1751937284534504 0.21133063759043558 0.15199786361335998 1.082253276625124 1.7959093824028967 0.42685460304346623 leaf_count=39 1610 81 54 102 455 29 166 65 15 64 37 5360 291 113 37 87 6734 59 35 65 357 442 44 590 702 118 80 1895 721 100 internal_value=-0.000240671 0.002932 -0.00159043 -0.00660363 -0.00233453 -0.0091664 -0.00281595 0.00528504 -0.0159462 0.0218284 -0.00752004 -0.0271907 -0.00702751 0.0217183 0.00929796 0.0312953 -0.035157 0.0233405 -0.00138761 0.0214566 -0.0277653 0.0155753 -0.000697387 -0.0162386 0.0276271 0.0048899 -0.0258324 -0.0326222 0.0351007 0.0318534 internal_weight=15.4554 13.8276 11.1573 9.18239 7.98807 5.78234 4.55037 3.36575 1.45522 2.67026 0.651268 1.62784 0.848749 1.97493 1.36169 2.01899 1.19432 1.03883 0.500642 1.91052 1.2063 2.20573 1.04648 0.789177 1.69848 0.350871 1.18462 1.23197 1.92906 1.60205 internal_count=20547 13286 12338 12013 5177 4047 2123 1877 555 948 76 7261 1901 325 212 872 6836 175 94 1322 490 1130 688 644 1257 133 246 1924 808 802 is_linear=0 shrinkage=0.05 Tree=154 num_leaves=31 num_cat=0 split_feature=168 247 178 33 267 287 174 260 179 351 238 241 273 191 144 285 65 380 18 236 361 309 284 76 127 277 122 115 126 140 split_gain=0.513364 0.477501 0.390649 0.372566 0.328212 0.315866 0.315454 0.300209 0.296354 0.282178 0.285807 0.27367 0.263316 0.24907 0.248955 0.248419 0.243055 0.228988 0.224604 0.219349 0.244459 0.22516 0.213555 0.209726 0.208389 0.207022 0.200946 0.17769 0.236226 0.175102 threshold=0.032579319551587112 0.074891038239002242 0.003234340227209032 0.011187977623194458 0.0089214844629168528 0.014418117236346008 0.0098679899238050001 0.0098981298506259936 -0.00032211023790296162 -0.063649773597717271 0.0061496372800320396 0.0069889603182673463 -0.011150384787470101 0.0078716534189879912 0.011406456120312216 0.027375579811632637 -0.033763788640499108 0.021196642890572551 0.020977463573217395 0.0053325172048062095 0.0099501172080636042 0.01895199436694384 -0.0047961520031094542 -0.019878689199686047 -0.003932870225980877 0.02541053015738726 0.0073290220461785802 0.030274726450443271 0.013721977826207878 0.008952192962169649 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 25 5 6 11 9 -3 10 12 24 -5 -7 -13 -16 -15 -14 -11 -8 21 -21 -17 -6 -1 29 -10 -18 -29 -4 right_child=-2 8 3 7 23 13 19 -9 26 18 -12 14 17 16 15 22 27 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.038294730296149437 -0.040702722151308823 -0.045362057129262702 -0.001161611216783478 -0.050885059829638729 0.0324769899146286 -0.026385986511344418 -0.035243853643331984 -0.029898455361504213 -0.040901019275475049 0.044904742771053108 -0.042583555901651846 -0.032613566808186778 0.03540006649337319 -0.036916835643830956 -0.037244095176964774 -0.044981581911577383 0.038476710752934698 -0.033940480031597553 -0.036475636851969043 0.040889132179769493 -0.020254123090169118 -0.047560360676993818 0.023319424856233572 -0.024506469360406982 -0.040954484627203323 -0.027996104787357486 0.027482012904289466 0.045969927091048898 -0.02121657415287808 0.046103628966155621 leaf_weight=0.33071040579670807 0.74487320562548198 0.81739033549456508 0.22779346129391242 0.14146162015458685 0.98404451490932843 0.36232382747402914 0.23084526889942925 0.49888006403853058 0.16292483520373824 0.7468772355532568 0.31926411957101664 2.3881254531697782 0.6675297518122536 0.17320178010049869 0.39079772900731746 0.1385615824474371 0.97566703272968835 0.14491024207381997 0.095641836320282891 0.74499083805130772 0.30169365496112732 0.07964377503230935 0.65752569634423708 0.1931680679808776 0.1107246315732463 0.12213198409881432 0.31539256628821022 0.20572333189193159 0.35936726327054203 1.4017862079854237 leaf_count=40 6353 6822 31 22 322 93 57 1021 158 171 273 1160 188 22 1369 307 190 15 505 310 54 63 332 64 107 11 91 28 38 330 internal_value=-0.000235169 0.00187435 0.00476069 0.0169472 -0.00140704 -0.00528377 -0.0116834 0.00499226 -0.0270699 0.0132195 -0.00163483 -0.0187255 0.0120704 0.0112791 -0.0233118 -0.00459565 0.0192414 0.0230322 0.0356665 0.00915706 0.0182572 0.0323466 0.0114314 0.0231266 0.0184167 0.0347909 0.00418933 0.0255543 0.00324292 0.0394966 internal_weight=15.034 14.2891 12.9934 4.36628 8.62711 7.4499 5.37362 2.61456 1.29571 2.11568 1.27317 4.01645 0.953902 2.07628 3.57501 1.18689 1.71396 0.81244 0.842519 1.35717 1.12633 0.824635 0.796087 1.17721 0.441435 1.75171 0.478317 1.54076 0.565091 1.62958 internal_count=20547 14194 7123 2567 4556 4170 3799 2195 7071 1174 498 3315 225 371 3168 2008 278 203 676 484 427 373 639 386 147 372 249 256 66 361 is_linear=0 shrinkage=0.05 Tree=155 num_leaves=31 num_cat=0 split_feature=36 368 25 65 57 300 6 287 106 283 143 199 337 236 64 354 331 90 336 334 284 89 235 231 165 378 235 364 86 265 split_gain=0.497105 0.430817 0.435442 0.428972 0.473516 0.321868 0.313346 0.284394 0.274201 0.258201 0.257167 0.249111 0.241944 0.241347 0.241304 0.223021 0.276151 0.222781 0.2276 0.329656 0.218842 0.212808 0.183804 0.224641 0.183569 0.181667 0.176577 0.201044 0.174253 0.166006 threshold=0.022793600335717205 0.027173277921974662 0.018189824186265472 -0.018860941752791401 0.071090456098318114 0.0040747274179011592 0.034635454416275031 0.013325599022209646 0.0026837438344955449 0.0039750251453369865 0.041124707087874419 0.019767880439758304 -0.013029091060161589 0.0039090591017156848 0.016974020749330524 0.026906453073024753 0.017516159452497963 0.017468360252678398 -0.04254817217588424 0.023934982717037204 0.0052296121139079341 0.022377292625606063 -0.0026122471317648883 0.0046947747468948373 0.0040703159756958493 0.016171077266335491 0.0036915456876158719 -0.0040096533484756938 0.030591174960136417 -0.047352086752653115 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 26 24 13 9 14 11 -1 -12 -4 -6 -13 -17 -15 19 -19 -10 -8 23 -20 -5 -21 27 -2 29 -29 right_child=5 3 7 6 8 -7 21 -9 20 -11 12 15 -14 17 -16 16 -18 18 22 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.015653558164801674 -0.050281015693200051 0.032312309737780771 -0.029297411485182237 0.047578776434547415 0.041560666221645198 -0.046873203077484826 0.037969214966503476 0.036292090909759253 -0.044695086531557973 -0.048941462779471423 0.040860420813733929 -0.028619361595110693 -0.027432947677211147 -0.029509587212763762 -0.023821214803853154 -0.025831519806873822 0.041589358044802363 0.038745605460852178 -0.045932426624866081 0.036856560941067901 0.012426084039887762 -0.02433243252275348 0.039593561781233612 0.043589771227609153 -0.044433702166789789 -0.038273462327437682 -0.044439142628204531 0.03305595413389701 -0.05038970187746359 -0.030060421492148416 leaf_weight=0.71901188173069286 0.14795706034783507 0.37690823696175302 0.33353261614684049 0.066991755327762692 0.33684331133554257 0.84032223533722561 0.8511176980427988 1.7174151784529383 1.5874218968929197 0.22495729516958818 0.52700285560422344 1.5206169348384722 0.17201878004198068 0.24665602470486225 0.24287074115272844 0.30986580708486133 0.29788617789017735 0.33495090621363566 0.15296528829640088 0.098569413647055626 0.18748201393100306 0.16337572465272387 1.299103888428361 0.12931810017107637 0.28401114106964087 0.4379956406482961 0.24373339216253953 0.57941940437376616 0.095087949521257542 0.12701601534354379 leaf_count=264 77 64 170 37 83 10141 241 357 2768 60 115 1619 19 122 41 68 100 89 106 11 42 26 372 76 2165 219 614 174 45 262 internal_value=-0.000227722 0.00346932 0.0101372 -0.00933106 -0.0200364 -0.0231693 0.0138475 0.0200342 -0.0276852 -0.00347444 -0.00312001 -0.00979124 0.0240544 0.0108285 0.014169 -0.0183871 0.00721444 0.0157861 0.0203409 -0.000175332 -0.0386614 0.0279361 0.0316475 -0.00492101 -0.0268724 -0.0244717 -0.00647586 0.00326939 0.0131545 0.0217077 internal_weight=14.6524 12.6189 8.29691 4.32198 2.95648 2.03354 1.3655 4.75051 2.57958 0.804671 3.5464 2.84738 0.699022 3.03309 0.579714 2.12837 0.607752 2.69956 2.4529 0.871516 1.7749 1.01449 1.58139 0.282283 0.351003 0.536565 1.19321 0.94948 0.801523 0.706435 internal_count=20547 9234 3707 5527 3058 11313 2469 1522 2994 184 2185 2051 134 1165 124 1787 168 995 873 319 2810 267 554 182 2202 230 1172 558 481 436 is_linear=0 shrinkage=0.05 Tree=156 num_leaves=31 num_cat=0 split_feature=303 324 290 230 21 156 345 190 92 191 336 295 204 333 89 275 243 41 369 338 6 236 346 106 194 286 133 47 322 46 split_gain=0.484762 0.340962 0.388509 0.34071 0.336283 0.325281 0.285044 0.281929 0.276794 0.262989 0.28003 0.261284 0.250781 0.263987 0.240014 0.235712 0.222719 0.267461 0.22874 0.215108 0.20841 0.206627 0.195967 0.180986 0.180249 0.179878 0.17075 0.187032 0.155072 0.143421 threshold=0.012491775676608087 0.02847565803676844 0.011899436358362438 0.031281519681215293 0.0137463272549212 -0.00061494662077166129 0.0022094764281064276 0.0027269672136753802 0.021648950874805454 0.014866837300360205 -0.049251582473516457 0.040345065295696265 0.022778262384235862 -0.0016134840552695093 0.024419475346803669 0.0084320767782628554 0.025298421271145347 0.010015956591814758 0.0092480657622218149 0.0018262363737449052 0.038722764700651176 0.011092862114310266 0.024883497506380085 0.0010286011383868756 0.052346732467412956 0.045205350965261466 0.016091603785753254 0.010815923102200033 0.017639652825891975 0.005830455571413041 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 8 -7 20 9 10 -4 -11 13 -2 21 -8 17 23 -19 -5 25 26 -1 -6 29 -3 -12 -28 -29 -15 right_child=4 7 5 19 16 6 15 -9 -10 11 14 -13 -14 24 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.025260570042014381 -0.037925118280304614 -0.039395885013383168 -0.038486456853680184 0.03066734269377714 0.015417144952354109 0.029283535500063396 0.02948386715135913 0.030099150759352607 -0.032285441067218028 0.034061664718316412 0.033098285348987254 -0.050573788483497632 -0.038771928711336057 0.042127078021332927 -0.033972486104600595 -0.041728626844251805 -0.049843583863229596 0.03222780856625572 -0.036441518480014902 -0.037433916062388467 -0.018459919812987172 0.038104234169652189 -0.046621137732870813 -0.044631971439236799 0.043515863776438873 0.03843556032929709 0.024500741149328958 -0.047209086730043738 0.050511095433092117 -0.045548547591447622 leaf_weight=0.51457619135544375 0.1806043673059321 0.090995488320914086 0.32688589153622127 0.12655005771739514 0.15241623653855663 0.25371470793470485 0.13732479065038206 2.0055755435969331 0.32076445351412974 1.7766389373209674 0.29576517696114046 0.09612406766245829 0.26236009889544221 0.075651901221136741 0.24933789872011414 0.75540246692617075 0.77733157189504698 0.38118727537403174 0.17785292780536111 1.3848921897897524 0.68858520916546695 0.74320343125145882 0.1162343832274928 0.70998544145913911 0.57018426153445034 0.40302959609107347 0.20626610444014659 0.32311826407021726 0.04643208859488368 0.12164656061213464 leaf_count=294 795 40 121 85 216 58 72 489 686 442 78 56 888 36 29 512 5549 228 247 4390 92 179 162 4303 149 101 39 149 9 53 internal_value=-0.00022474 0.0049382 -0.000772146 -0.01885 -0.0166733 0.00622975 -0.0174831 0.0186817 0.01243 0.0159596 0.00419994 0.0297175 0.00449138 0.0164635 0.0116853 -0.0307743 -0.0283247 -0.0165569 0.0103814 -0.0317319 -0.000681042 0.0187353 0.0120155 -0.0340192 0.0292622 0.0240996 0.0022192 -0.0136417 -0.0349311 -0.0119303 internal_weight=14.2706 10.8614 7.67323 2.14225 3.40922 5.53098 1.14644 3.18819 4.38454 4.06377 2.19101 1.87276 1.21045 0.948087 1.86412 0.892727 2.19877 1.42144 0.55904 1.51144 1.18261 1.61479 0.630811 0.862402 0.767483 0.494025 0.871582 0.575816 0.36955 0.197298 internal_count=20547 8083 7361 4931 12464 2430 642 722 1788 1102 604 498 1921 1033 483 584 10543 4994 475 4475 233 454 456 4519 238 141 275 197 158 89 is_linear=0 shrinkage=0.05 Tree=157 num_leaves=31 num_cat=0 split_feature=57 283 33 179 66 47 142 246 153 238 26 381 329 326 76 330 178 287 21 348 137 45 81 55 41 138 56 71 124 3 split_gain=0.461888 0.420391 0.516007 0.307864 0.327495 0.314533 0.288748 0.271251 0.333926 0.292154 0.27045 0.237066 0.281665 0.233034 0.232587 0.277578 0.222339 0.213813 0.206242 0.200376 0.193071 0.185817 0.18368 0.178072 0.277936 0.196711 0.177529 0.174982 0.168682 0.167644 threshold=0.091987479478120818 -0.0028113921871408816 0.0088348928838968294 -0.0084714991971850378 0.0024687406839802866 0.0062823940534144649 0.014449049253016712 0.01705930940806866 0.0027761061210185294 0.007326655089855195 0.013085336424410345 -0.00090486244880594302 0.0060753182042390117 0.014738591387867929 -0.011341440025717018 0.0028935465961694722 0.0028223594417795543 0.015538473613560201 0.014965308364480736 0.017375425435602668 0.02212260011583567 0.015292906202375891 0.023207653313875202 0.01649418938905001 0.015094775706529619 0.032626777887344367 0.0075636752881109723 0.018436842598021034 0.019215711392462257 0.024451247416436676 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 17 14 26 10 8 16 13 28 12 -2 18 15 19 -1 -4 -9 -5 -19 -17 -12 -7 25 -25 -6 -10 -3 -20 right_child=11 2 3 4 5 23 -8 9 27 -11 22 -13 -14 -15 -16 21 -18 20 29 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.036390399238027414 0.023470547563411083 -0.013896808220388366 -0.046931173328933193 0.019985308724678869 -0.05042336269353398 -0.042236567820284621 0.03946702656353477 -0.03020916439107954 0.037895650426637645 -0.018642826564528522 -0.034982122822596336 -0.049043183130005025 -0.037941564838255407 0.041466754470622057 -0.050318790508026137 0.038785402314231825 0.022627147860832756 -0.045572796779524291 0.038000405060897274 -0.025718923502340774 0.027415696663902384 -0.0015012752733904199 0.028795303781797128 -0.039949528997272554 0.046089899442430901 0.018304358351795308 0.037444988245846772 -0.02120895745515711 0.042607156092001719 -0.05036650486535256 leaf_weight=0.65089399838689022 0.36430799154550186 0.18932756296999131 0.87345177775932625 0.38387149019035927 0.07001804519677568 0.98874676309424081 0.87148294249709568 0.24183791912219099 0.54767419602103473 0.33503375315012807 0.50023812817016733 0.6650222743846832 0.38299573213589611 1.6677762027156857 0.16551665996485265 0.90871073270318425 0.21142139520998171 0.1513572314488556 0.41307632812277006 0.63902593266175245 0.22572716308059171 0.41782776142281364 0.14579672762192786 0.55506713850991218 0.16980565581980045 0.19611960294605524 0.32110317811202549 0.16234509002970299 0.43686074517609086 0.061687284913205076 leaf_count=363 297 59 7431 137 72 926 157 179 275 432 59 5234 1568 498 760 259 284 117 242 119 65 107 26 198 27 219 222 27 80 108 internal_value=-0.000224062 0.00283784 -0.00379125 -0.0112428 -0.00550292 -0.0191348 0.0172953 0.0155192 -0.00101195 0.0250774 0.0021075 -0.0273278 -0.00800337 0.0312206 0.00696855 0.0110044 -0.0219206 -0.0333468 0.00737421 -0.0085671 -0.00188102 0.0260961 -0.0205889 -0.027501 -0.0116814 -0.0247406 0.0217149 0.0243815 0.0255232 0.0265187 internal_weight=13.9141 12.5018 8.21006 6.06635 4.81581 2.30086 2.14371 4.29175 1.57233 2.71941 1.27222 1.41233 0.747304 2.38438 2.51495 2.34944 0.862315 1.25054 0.716602 1.0229 0.377084 1.32654 0.646035 1.90974 0.920992 0.751187 0.391121 0.710019 0.626188 0.474764 internal_count=20547 13448 11040 10659 3046 1664 381 2408 949 1459 224 7099 1865 1027 1382 622 647 7613 529 256 182 366 85 1370 444 417 294 302 139 350 is_linear=0 shrinkage=0.05 Tree=158 num_leaves=31 num_cat=0 split_feature=342 378 49 80 25 129 260 337 185 307 249 206 139 177 181 57 280 380 284 347 328 3 19 164 187 143 177 75 145 229 split_gain=0.44741 0.382676 0.461992 0.442041 0.380777 0.341468 0.298369 0.277775 0.304856 0.258765 0.252094 0.241754 0.239959 0.230685 0.218775 0.215068 0.213506 0.212359 0.227167 0.209798 0.207599 0.203998 0.199479 0.198233 0.180097 0.176171 0.16646 0.163564 0.152923 0.146721 threshold=0.025953212752938274 0.020306228660047058 0.0020712299738079314 0.022210468538105491 0.020508587360382084 -0.0020794479642063375 0.011184005066752436 -0.024852160364389416 0.012211555149406196 0.0092282667756080645 0.017876184545457367 0.016251546330749992 0.017436567693948749 0.010638872627168896 0.017557106912136081 0.080676138401031508 0.022045032121241096 0.013975345529615881 0.0062026553787291059 0.018409854732453827 0.002990155247971416 0.019578435458242897 0.0012870971695519986 -0.0053618201054632655 0.014000506140291693 0.035528760403394706 0.0085024586878716963 -0.0063823112286627284 -0.016471263952553269 -0.0064852540381252757 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 12 7 15 19 8 28 16 22 21 13 17 -14 20 29 18 -3 25 -4 -6 -11 -5 -12 -7 -22 -23 -1 -9 right_child=-2 2 5 23 11 6 -8 9 -10 10 24 -13 14 -15 -16 -17 -18 -19 -20 -21 26 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.046702488234993809 -0.043351333907078182 -0.03033419558727813 -0.043057090670298344 0.023730350601116761 0.032959025395615349 -0.02144578259162714 -0.044774558125280056 0.044442678222621747 0.042540379912438975 -0.050413668966629681 -0.02928577038287063 0.042948851412843422 -0.051186220890810423 -0.033419966226258514 0.035886586477484238 -0.04173868371126431 0.025619095037147151 0.037680340321357364 0.043315259797054827 -0.047179358477774602 -0.032580748381285156 0.045404435286066122 0.036243995446465935 -0.031795719998971149 0.044816492681067022 0.040354533160390699 0.025841688405144482 -0.028768198503797499 -0.037740579666610673 -0.03494685689814029 leaf_weight=0.070015285804402083 0.57573280637370849 0.35732353304592901 0.31471298715950924 0.1976963425950089 0.44921468628308536 0.14407661071891309 0.24181331360705371 0.061508815633715019 0.68627050097529718 0.073600353447545563 0.46904160006670281 1.1988241974959235 0.076304636291751993 0.349323579997872 1.3215222211001671 1.4648024947528027 0.1975706433331651 0.48013203995287768 0.1480930240250018 0.10643088563301717 0.17737786360703467 0.092551238845771877 0.67960685435900814 0.85986229123955105 0.099364485691694426 0.57770622426323825 0.39000063787170802 0.37744421370916825 0.22888623539802244 1.0810691301630853 leaf_count=21 4640 603 350 117 85 147 2110 10 209 70 52 291 12 622 333 6921 197 144 21 229 184 23 699 1321 95 140 218 142 78 463 internal_value=-0.000221009 0.00169321 -0.00598739 0.00603214 0.0112953 -0.0193202 0.0040885 0.0015024 0.0241844 -0.00689267 0.008806 0.0281571 0.0166546 0.00149282 0.0311335 -0.029993 -0.0223742 0.0138675 -0.00875403 0.018355 -0.0104881 0.00886579 0.0277762 -0.0214159 -0.0163318 0.0280184 0.00757725 -0.0141622 -0.0179605 -0.0306731 internal_weight=13.5479 12.9721 7.20718 3.79026 5.76497 3.41692 1.07003 3.64693 0.985172 2.66176 1.32161 2.11803 2.7327 1.33487 1.39783 2.34689 1.34015 0.985549 0.505417 0.828214 0.882091 0.91921 0.753207 1.05756 0.568406 0.721783 0.567379 0.469995 0.298902 1.14258 internal_count=20547 15907 13472 3173 2435 10299 2626 1894 308 1586 916 541 1735 1390 345 7673 670 768 624 516 752 250 769 1438 147 287 402 165 99 473 is_linear=0 shrinkage=0.05 Tree=159 num_leaves=31 num_cat=0 split_feature=34 381 62 163 249 259 97 120 18 26 45 58 78 215 164 104 303 344 357 37 368 49 226 160 290 159 127 109 165 178 split_gain=0.433527 0.385726 0.340186 0.334779 0.325472 0.30142 0.355957 0.457384 0.29525 0.273951 0.272023 0.248392 0.227653 0.217366 0.204679 0.203786 0.193967 0.223239 0.273014 0.189316 0.180469 0.172564 0.156485 0.15404 0.194746 0.151792 0.150152 0.138789 0.179837 0.134408 threshold=-0.0035509280860424037 0.0023493049666285519 0.0099165816791355627 0.017565162852406505 0.015341036021709444 0.0018897976260632279 -0.043499892577528947 0.019307641312479976 -0.0038637827383354302 0.0040712205227464446 0.026553066447377208 0.016977111808955673 0.00099083245731890223 0.016211858019232753 -0.010697136167436836 0.018646630458533767 0.010370527859777214 0.016060559079051021 0.0079945977777242678 -0.0083038695156574232 0.019757421687245372 0.00099971389863640092 0.022713326849043373 0.016376377083361152 0.016944165341556076 0.0088003003038465994 0.0027681295759975915 0.014796013478189709 0.011642152443528177 0.0018959713634103539 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 11 -3 10 6 7 9 13 -4 14 -2 19 -6 -1 -8 17 18 -5 23 -11 26 29 24 -10 -14 -13 -18 -29 -16 right_child=1 3 5 16 8 -7 15 -9 12 20 -12 21 25 -15 22 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.030915296069803908 -0.035598467992541703 -0.048638994061125512 0.044389825813325484 -0.028173233279899158 0.044498556560556686 -0.044818752466170016 -0.0089866728122321785 0.043930684878167668 -0.027871548262005087 0.028973515419548158 -0.035879489451376832 0.029084580307807074 0.038629304266066533 -0.025057353398232726 -0.0050116123700561978 0.035336517096593446 -0.043119499732161289 -0.030903565347979712 0.034239197974660622 0.013427540779135137 -0.038978562904226362 -0.04088983135468529 0.043007465342311778 -0.036527498757041164 0.050220188615347917 -0.02234520806407992 -0.050558300279593793 0.039695259780232285 -0.036090314374006026 0.047192874930927581 leaf_weight=0.12884245222812829 0.90256422444690343 0.83551217189051419 0.13802854633831907 0.24791373738844436 0.5138408697312119 0.23828699398472952 0.31170079145522334 0.35584304114672716 0.20376558115822285 0.11067121483938536 0.16847342238179397 0.44766445580899017 0.35161667972351995 0.14374277385650203 0.38166766007270858 1.543485731595865 0.58852052429938329 0.36380279157310724 0.59756018090047291 0.38166353522683483 0.83426714241977606 0.15992843663661915 1.4137122318334148 0.98410202860759455 0.13126654893858358 0.14381562989183294 0.068195515937986784 0.1420896965682914 0.17430773085834517 0.18213384397313348 leaf_count=51 4062 9660 49 46 159 496 36 134 31 42 36 222 85 29 99 519 1115 233 146 68 1751 465 434 116 29 129 69 55 124 57 internal_value=-0.000215616 -0.0074466 0.000863093 -0.0218439 0.0111488 0.00948622 0.0134146 -0.00524914 -9.68996e-05 -0.0214087 0.0252568 -0.0184351 -0.00889702 0.0292942 0.0301467 0.0278895 -0.0112547 0.00184627 0.0159383 -0.0175853 -0.03102 0.00448785 0.0341251 -0.0265582 0.00272502 0.0209294 0.018556 -0.028762 -0.00205606 0.0118528 internal_weight=13.189 8.06034 5.11064 2.94971 5.12864 3.53228 3.294 1.43881 2.85381 1.08297 2.27483 1.57835 2.19623 0.657584 2.10636 1.85519 2.11419 1.20928 0.845474 1.7008 0.944938 0.675788 1.97751 1.31913 0.335032 0.495432 0.51586 0.904918 0.316397 0.563802 internal_count=20547 19224 7845 11379 1323 3027 2531 1976 646 1842 677 4818 458 188 641 555 1719 425 192 244 1793 756 590 176 60 214 291 1294 179 156 is_linear=0 shrinkage=0.05 Tree=160 num_leaves=31 num_cat=0 split_feature=197 179 97 246 300 199 163 372 71 317 76 337 303 313 284 334 8 37 17 368 273 204 348 125 360 204 132 273 223 92 split_gain=0.41849 0.450079 0.326342 0.325663 0.339987 0.309709 0.284434 0.260845 0.26652 0.257105 0.250292 0.246158 0.237515 0.235639 0.248516 0.235429 0.22486 0.217837 0.214694 0.196331 0.189777 0.188256 0.187432 0.182516 0.158397 0.157949 0.156806 0.155854 0.150616 0.145147 threshold=0.0071776232216507205 -0.0046384155284613362 -0.051263825967907899 0.017892334610223774 0.011820994317531587 0.021042148582637313 0.01689961459487677 0.081910941749811186 0.018848776817321781 0.018469705246388916 -0.015578705817461012 -0.0084785269573330862 0.010084656998515131 0.022198386490345005 0.0024449226912111048 0.028225513175129894 0.01228643534705043 -0.013761482667177914 0.026913980022072796 0.027029951103031639 -0.0076961014419794074 0.025271764956414703 0.020415789447724823 0.036048743873834617 0.028144769370555881 0.019748613238334659 0.018095977604389194 -0.013705172110348938 0.012398322112858297 0.019362388178706173 decision_type=2 2 2 2 2 2 2 2 2 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 7 10 24 -4 11 12 17 16 13 14 -7 19 -9 26 -1 21 28 29 -21 -16 -2 -26 -3 -5 -6 -8 right_child=1 5 3 27 20 9 15 8 -10 -11 -12 -13 -14 -15 23 -17 -18 -19 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.040505231568548711 -0.050098475311550254 0.036704513232661114 -0.03598326164455689 -0.050370235404621592 -0.047673932333098273 -0.033936690206824376 0.032758257863041394 -0.022760211899095398 -0.036387604283832482 0.030564963533488421 -0.036807529129371339 -0.050936984944373258 -0.036413674472570434 0.024051026451919508 0.042960161215119759 -0.040474973685896698 0.036037232771766035 0.043589648542495897 0.03521625173834355 -0.038971363982052226 0.043148380284327881 -0.042802395638979869 0.019694739418461046 -0.023275838183916601 0.017804725798376407 -0.050206245566510467 -0.043591335710407512 0.031686116414148729 0.04719879998858157 -0.050173399058630691 leaf_weight=0.46403209445634264 0.97521640829472767 0.10569258065152098 0.58162208424619244 0.059563346125287686 0.11948859478070517 0.69307002330788303 0.65038616713718489 0.20559453322493959 0.32088311860570673 0.40653755124367297 0.15120919524451881 0.12429111875826448 0.7222974810629238 0.56881534843159887 0.243156950960838 0.46859049388876872 0.77766681095999957 0.86619825218440361 0.11726609486504458 0.43591962880418578 0.64282023897612806 0.11554930627426074 0.19798184969840804 0.18174008557616617 0.20234698852800648 0.14766980515560135 0.14315517924842425 2.0320963425292575 0.064370208370746695 0.057418084348682896 leaf_count=556 13077 29 75 47 29 380 270 24 28 142 585 18 1085 155 39 219 250 177 36 635 262 411 103 33 272 711 21 667 39 172 internal_value=-0.000210431 -0.00803409 0.0102022 0.0143814 0.00334472 0.00302092 -0.0219141 -0.00775612 0.00373724 -0.00621523 0.0235582 0.0153623 -0.012422 -0.00214847 -0.0154786 -0.00964589 0.023743 0.0317443 -0.0252298 0.000267413 0.0303363 0.0163707 -0.0206486 0.0146292 -0.0397425 -0.0108887 -0.00948745 0.0293494 -0.0144583 0.0260307 internal_weight=12.8426 7.33295 5.50969 4.9284 2.83674 4.08187 3.25108 2.01006 1.42844 2.81562 1.26626 1.10755 2.40908 1.68678 1.11797 1.92585 0.983261 1.11505 0.581298 1.45726 0.826679 0.823354 0.633901 0.424897 1.32523 0.350017 0.248848 2.09166 0.183859 0.707804 internal_count=20547 18516 2031 1439 725 2646 15870 395 320 1834 812 292 1692 607 452 1810 274 227 592 1591 330 853 738 72 14060 983 50 714 68 442 is_linear=0 shrinkage=0.05 Tree=161 num_leaves=31 num_cat=0 split_feature=168 41 247 277 120 79 128 123 320 368 206 54 302 122 143 9 14 325 361 324 116 343 344 295 156 119 232 29 223 71 split_gain=0.402416 0.368457 0.312118 0.279746 0.255911 0.254148 0.27974 0.230012 0.220204 0.259757 0.203226 0.18881 0.185739 0.185239 0.183986 0.175364 0.174931 0.21744 0.186062 0.171816 0.171814 0.188379 0.171086 0.159959 0.166089 0.156713 0.196668 0.168019 0.154167 0.152117 threshold=0.032579319551587112 0.015094775706529619 0.074891038239002242 0.012886685784906151 0.0049253366887569436 0.011739796027541162 0.011087666265666487 0.013647379819303753 0.0072211425285786399 0.019757421687245372 0.0083338734693825262 -0.0087729296647012216 0.023124432191252712 0.013210469856858255 0.043594721704721458 0.021649917587637905 0.0018016397953033449 0.0049538686871528634 0.0091004837304353731 0.032645864412188537 0.0081275939010083693 0.035948703065514571 0.019438087940216068 0.037423586472868926 0.00767251173965633 0.016976932995021347 0.026905338279902938 0.022219682112336162 0.0051077455282211312 0.020602642558515075 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 10 8 14 20 -10 -1 28 23 -4 16 -13 17 22 -19 -3 29 -22 -5 24 -6 26 27 -9 -8 -7 right_child=-2 4 13 7 12 6 11 25 9 -11 -12 15 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.028451008338113228 -0.039997006502931372 -0.031395872583086515 -0.045020082575231622 0.041957824311714624 0.033432490183781763 0.030150372233697417 -0.039641047059252664 -0.048856804202171297 0.030090312545554422 -0.043035241887111504 0.033384532899705686 0.040469627186204546 -0.046296929147758813 0.0076677850775981023 0.0200562396362945 -0.023763446973874419 -0.044947772793546788 -0.042700105125100349 0.033663867620280188 0.038321218223332863 -0.031874244960856016 0.045795145067141635 -0.03145575285187268 -0.05050997018353074 -0.025088792115691184 -0.041068283170966308 0.03023816655755537 0.016288584923506513 0.032661528492310549 -0.038226676351382279 leaf_weight=0.15014117339887523 0.60476954232399371 0.37608414528585798 0.64884831392737474 0.23997775657153464 2.0134380983799942 0.54272909037717976 0.079317280025861581 0.18866994281779603 0.14582698234880798 0.72625536660416401 1.1554395038765504 0.14144333831063693 0.088473795545723877 0.22455435817209946 0.23044123018735252 0.42715888153543347 0.79020373462117277 0.52926476687207469 0.093921622979905806 0.11551967749255709 0.44855314040978556 0.094518125530157704 0.11857090853845875 0.06367316880277929 0.12901078982031311 0.15477347090563842 0.63123457424990193 0.20819546904567687 1.0459446865970674 0.09567756881006062 leaf_count=35 6353 76 6751 63 566 142 498 79 44 343 218 126 22 204 59 302 2133 167 51 39 670 18 519 34 63 70 202 114 572 14 internal_value=-0.000209545 0.00181286 -0.00305275 -3.95972e-05 0.0177248 0.00727569 0.000656973 -0.0116444 -0.01175 -0.0308074 0.0262735 0.0156986 0.0247387 -0.0314739 -0.0219713 -0.00778507 -0.0274369 -0.0133424 -0.0311911 -0.0150134 0.00231678 -0.0183564 0.0176802 0.0275875 0.0299085 0.00583705 0.0128983 -0.0146816 0.0275651 0.0199028 internal_weight=12.5026 11.8979 9.11166 8.23826 2.7862 5.05301 3.74742 3.18525 2.05356 0.872082 1.30558 1.69386 2.2946 0.873403 2.00238 0.568602 1.77194 0.981735 0.623186 0.491604 1.18148 0.543071 0.358549 2.20612 2.14245 1.18287 1.0281 0.396865 1.12526 0.638407 internal_count=20547 14194 13394 6439 800 2982 2729 3457 1231 387 253 1498 685 6955 2992 428 2933 800 218 115 844 688 582 663 629 465 395 193 1070 156 is_linear=0 shrinkage=0.05 Tree=162 num_leaves=31 num_cat=0 split_feature=36 368 169 143 154 273 207 284 152 345 80 275 378 82 265 116 260 174 321 106 265 92 266 189 18 375 337 6 277 232 split_gain=0.390832 0.33733 0.323297 0.284042 0.318086 0.284494 0.276762 0.272454 0.246907 0.239503 0.204115 0.215875 0.203575 0.201886 0.201719 0.199792 0.197828 0.219492 0.197041 0.194123 0.208788 0.174601 0.167345 0.162311 0.160831 0.160029 0.152854 0.151788 0.144188 0.133152 threshold=0.019673621281981472 0.024370423518121246 0.016616513021290306 0.040802830830216415 -0.082144115120172487 -0.011448777280747889 0.0072369382251054057 0.0018694325699470939 -0.00039532780647277827 0.0010740786674432459 0.018885269761085514 0.011011654976755382 0.016536838375031952 0.0074914086144417533 -0.048345467075705521 0.0034193975152447824 0.0081839035265147703 0.0055740799289196738 0.00057424005353823315 0.0022410342935472731 -0.04898890666663646 0.022176565602421764 0.0091730849817395228 0.0013303302112035455 -0.00456315092742443 -0.00098979042377322891 -0.020324896089732643 0.034085134044289596 0.014082033187150957 0.022081448696553711 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 4 5 -1 13 8 -3 23 -8 -12 26 15 28 -6 17 -11 -9 20 -14 -7 -19 -2 -20 -25 29 -27 -4 -10 right_child=9 2 14 -5 6 21 10 18 12 16 11 -13 19 -15 -16 -17 -18 22 24 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31 leaf_value=-0.028554719118848146 -0.046119697515270279 0.026004666661515609 0.047669401657011744 0.036899777568543568 -0.030920484518728305 0.032564586486511365 0.042410096388363398 0.029162153197963621 -0.047474066239024608 -0.039416781185199534 0.033337265433864824 -0.022446964292907851 -0.039293686133114125 -0.03816651035672277 -0.017778806395769706 0.042142705292022006 -0.047440695169707919 0.034123535814052544 0.040575901486207301 -0.041922088376522004 0.041174933384298146 -0.048921338217936247 -0.04291567804090729 -0.029706815333068928 -0.031074356772065943 -0.050118776291372652 -0.032561630609627495 0.032759858696059845 0.003992074748931056 0.048890500229937635 leaf_weight=0.24287828897104136 0.14608564627997234 0.24068551214440992 0.49524023156845942 1.0016791776215539 0.1811639368534077 1.6351475759238381 0.36961442374740705 0.5444379213167847 0.044111783354310319 0.36095810215920188 0.26716246546857292 0.49430502833638457 0.16163711559784133 0.74635615519946441 0.28815943617701101 0.19350901649158914 0.79538592270182562 0.28506090608607337 0.1003300494630821 1.5012302587456359 0.16080806875288534 0.068492545564367791 0.093647540605161339 0.18116132364411897 0.35701743377285311 0.061734122346024378 0.15948188908805683 0.52556445258051099 0.30552499816258205 0.19132460880427971 leaf_count=104 124 77 113 265 19 575 94 162 83 1742 54 86 37 64 343 42 10763 481 16 3464 58 287 563 84 71 134 253 257 94 38 internal_value=-0.000209215 0.00427643 -0.00566612 0.0129756 0.00726798 0.0220711 -0.0055265 -0.013142 -0.0220955 -0.0180637 0.0119233 -0.00287495 -0.0273137 -0.0231328 0.0180952 0.00681479 -0.0301313 -0.011518 0.0088381 -0.0343618 0.000837176 0.0292886 0.0150732 0.0021915 -0.0153562 0.0113755 0.00523349 0.024048 0.0310047 0.0308355 internal_weight=12.1999 9.7503 4.54999 5.20031 4.19863 1.94652 2.25211 3.46106 2.45928 2.4496 1.13108 0.761467 2.21859 1.12103 1.08892 0.374673 1.53505 0.739667 1.00179 1.82368 0.322445 1.70364 0.378708 0.914546 0.457347 0.76846 0.394918 0.587299 0.800765 0.235436 internal_count=20547 6399 4809 1590 1325 966 359 4259 4010 14148 234 140 3933 125 550 61 13549 2786 249 3559 95 862 1044 599 87 475 374 391 207 121 is_linear=0 shrinkage=0.05 Tree=163 num_leaves=31 num_cat=0 split_feature=303 29 313 99 97 21 92 167 234 67 204 333 309 18 80 38 234 109 259 243 41 369 324 299 194 20 371 364 139 180 split_gain=0.381156 0.27406 0.366586 0.289009 0.313864 0.263942 0.262838 0.303662 0.210497 0.201685 0.194295 0.191953 0.191774 0.210567 0.18517 0.221225 0.211302 0.208577 0.18456 0.183194 0.208716 0.181946 0.160928 0.174776 0.147677 0.145413 0.142633 0.138658 0.137734 0.132338 threshold=0.012491775676608087 0.025270219892263416 0.024209274910390381 0.055371928960084922 -0.03930124640464782 0.0137463272549212 0.019362388178706173 0.018720825202763084 0.014718283899128439 0.072466399520635619 0.022778262384235862 -0.0016134840552695093 -0.002712083281949162 0.024518576450645927 0.017616435885429386 0.004843874368816615 0.0044718761928379544 0.0021186816738918428 0.0020921882241964345 0.025298421271145347 0.010015956591814758 0.0092480657622218149 0.02847565803676844 0.032887801527976997 0.052346732467412956 0.011765494011342527 0.029154110699892048 0.0019461482879705729 0.0090049849823117274 0.06991924345493318 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 9 22 10 7 8 14 -3 11 -2 -4 -14 16 17 -1 -16 -9 20 26 -22 -5 -24 -13 -19 -7 -27 -18 -10 right_child=5 3 12 4 -6 19 -8 18 29 -11 -12 24 13 -15 15 -17 28 25 -20 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.031104612347438432 -0.035915720208016901 0.034364487623844357 -0.024201897728384082 -0.031483445668995295 0.033714069884890126 -0.044320386017515138 -0.043747979786513402 0.039144260462529029 0.041099022996510824 -0.015473487376664201 -0.038026907402062465 -0.012777579354261116 0.038046375202646532 -0.050257257446476571 0.034881729273320936 -0.038694553936241112 -0.04481500289290985 -0.042032821422984395 -0.05022743839719173 -0.049701763788021269 0.030727418095719272 -0.035743103928938647 0.036334166926354515 -0.037192786591703018 0.042256328622306175 -0.0504231604796107 0.012742529078098331 0.038187104066522121 0.032087365816172296 -0.0027927029733058155 leaf_weight=0.28340398898399044 0.14495244049248868 1.7267949695287828 0.18246679240110097 0.64375538319291081 0.44989368469396118 0.57153515914978903 0.4718598774907149 0.5159133513116102 0.27794907718089223 0.23004232617495279 0.21202837716555223 0.16498669687826018 0.92022321319927847 0.072855736139899818 0.23772312203254831 1.1465557666288075 0.066614656489036861 0.32959411920637649 0.065050255492678843 0.62240004442173802 0.32243279744579922 0.15123844744630333 0.22975730542384554 0.12468134369555628 0.46672868567475234 0.063387145492015406 0.13546559291353333 0.1454592684895033 0.46224205452745082 0.44941291509167058 leaf_count=86 795 563 35 382 140 4434 3841 124 89 133 888 89 373 288 91 273 127 1011 120 5549 228 247 57 13 149 31 85 82 111 113 internal_value=-0.000206118 0.0047541 -0.00195936 0.0159744 -0.000959263 -0.0163666 -0.00843463 -0.00431351 -0.00992639 0.0285056 0.00439493 0.015976 0.0229116 0.0315681 -0.0162842 -0.0247402 0.00373233 -0.00412682 0.0291373 -0.027751 -0.0161795 0.00950405 -0.0165868 0.0104695 0.027883 -0.0213492 -0.0333868 0.0112929 0.0224008 0.0139798 internal_weight=11.8874 9.09564 5.69071 3.40493 1.44809 2.79177 4.51517 4.04331 3.46234 1.95684 0.988696 0.776668 1.17555 0.993079 2.73498 1.92272 0.812261 0.776164 0.580964 1.80307 1.18067 0.473671 0.998194 0.354439 0.631715 0.538441 0.707001 0.208846 0.528857 0.727362 internal_count=20547 8083 6795 1288 592 12464 6099 2258 2014 696 1921 1033 696 661 1812 1488 324 1215 244 10543 4994 475 452 70 238 1124 4519 113 238 202 is_linear=0 shrinkage=0.05 Tree=164 num_leaves=31 num_cat=0 split_feature=287 48 17 290 284 25 89 341 301 70 171 197 355 90 87 283 368 302 254 70 343 249 286 49 91 128 76 324 69 206 split_gain=0.370856 0.363793 0.300634 0.296867 0.277433 0.247238 0.215757 0.237346 0.255859 0.212397 0.204187 0.200993 0.200404 0.1989 0.201516 0.182089 0.17752 0.219086 0.17866 0.174684 0.170863 0.16982 0.16181 0.149077 0.172422 0.157021 0.18577 0.145784 0.141783 0.136872 threshold=0.014418117236346008 0.014086599927395584 0.01828060764819384 0.018893723376095298 0.0062026553787291059 0.015901334583759311 0.017709375359117988 0.014575719833374025 0.01311551406979561 0.00065979169448837649 0.0085587780922651308 0.0084988656453788298 -0.0035446806577965613 0.02233039774000645 0.020672123879194263 -0.0049896487034857264 0.02234629821032286 0.015562252607196571 0.0042512069921940574 0.015197269618511202 0.038309613242745406 0.020417892374098304 0.040460409596562392 0.0010699778795242312 0.007561387727037073 0.0056587406434118756 -0.014371157158166168 0.030387601815164093 0.0099913580343127268 0.011272648815065624 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 13 8 -8 -7 19 15 -2 14 28 -3 -11 -18 -19 20 -5 22 -14 24 25 -1 -27 -10 -4 -15 right_child=5 11 6 10 -6 9 7 -9 27 16 -12 -13 21 29 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.046372467499921036 -0.042093188295382666 0.034563527720659355 0.040969619186915114 -0.04079212866923021 0.025505481419825084 -0.044228924596612408 0.031812020769455739 0.029864819822556218 -0.032415108817695895 0.041060155532757152 0.037577165282512301 -0.047487930807096665 -0.039665848667951996 -0.029639521957730643 -0.02751399749957692 -0.03332755901281826 0.02992723545917161 0.031857358326539131 -0.036240161976935699 0.025510500958637602 0.047975347960135126 -0.024933101107922517 0.035195631974574169 -0.041708302278139084 -0.038261222957156268 0.040017677000365057 -0.047697792626321289 0.0135523807608014 -0.0055928619918818347 0.042071714118444292 leaf_weight=0.10935807515488605 0.28423736539662059 0.17574442370641918 0.366028449874648 0.35803454459892214 0.25996389296051337 0.11236729669144585 0.24992301259408112 0.39413955204327056 0.94150427228669265 1.0562442962454954 0.39425543340803415 0.74476870224680169 0.086004021542977371 0.072200683007395128 0.33311574442814162 0.22547549356022478 0.71215144271445729 0.14069600744187483 0.30535914719985158 0.24821971048368141 0.063882648712024093 0.27930865671078209 0.44913125627681438 1.0991591135680208 0.40056397480293526 0.29172562072199071 0.0761100368345069 0.21116949998759083 0.29546154700074112 0.84864105620363262 leaf_count=112 143 173 226 354 73 62 118 236 683 333 148 9918 33 107 217 828 161 33 148 51 12 50 157 3726 371 119 718 50 792 395 internal_value=-0.000204178 -0.00600056 -0.00173289 -0.0127102 -0.0230531 0.0136027 0.00802933 -0.0044167 -0.0140501 0.022833 0.00902582 -0.0321188 -0.00594572 0.019704 0.00420089 -0.00358955 0.0262359 0.0127168 -0.0147606 -0.00777153 -0.0273518 0.00666959 0.0231643 -0.0294385 -0.0140738 0.00622954 0.0218682 -0.0239939 0.020172 0.036449 internal_weight=11.5849 8.15945 7.01346 3.30127 2.23688 3.4255 3.71218 1.79674 1.4026 2.32682 1.06439 1.14599 1.09868 1.91545 0.994606 0.40122 2.21445 1.15821 0.446055 0.670137 0.421917 0.814444 0.535135 1.97692 0.877758 0.477194 0.367836 1.15267 0.66149 0.920842 internal_count=20547 19427 8508 5684 5119 1120 2824 1087 851 737 565 10919 383 1737 1235 1001 675 342 181 417 366 240 190 5046 1320 949 837 733 1018 502 is_linear=0 shrinkage=0.05 Tree=165 num_leaves=31 num_cat=0 split_feature=57 283 33 48 279 70 89 9 296 44 92 107 154 3 99 305 381 330 259 192 156 324 22 148 368 169 45 173 40 55 split_gain=0.360655 0.323998 0.371293 0.305202 0.281944 0.250246 0.248283 0.344816 0.283228 0.246177 0.20421 0.264073 0.193264 0.183312 0.178806 0.229556 0.178278 0.215309 0.177851 0.172184 0.167808 0.175713 0.161642 0.161254 0.175118 0.160834 0.15389 0.16917 0.139775 0.137721 threshold=0.092155642807483687 -0.0055041802115738383 0.0069745080545544633 0.014022891875356438 0.012172878719866278 0.01680345926433802 0.018637944012880329 0.025433228351175789 0.010176966898143293 -0.0022836992284283038 0.0011690542451106014 -0.040666038170456879 -0.10340923070907591 0.01433887565508485 0.057880098000168807 0.012317870743572714 -0.00090486244880594302 0.003317718044854701 0.0003727791336132214 0.0031032223487272863 -0.0057135012466460458 0.01901305373758078 -0.04631651192903518 -0.0075501189567148677 0.026566157117486004 0.010458447504788639 0.011953155044466259 -0.003837877768091857 -0.0081104459241032583 0.02443429455161095 decision_type=2 2 2 2 2 2 2 2 2 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 26 9 7 12 -9 20 11 -1 -6 -5 22 -16 17 -2 -12 -10 21 -3 -14 24 -8 -19 28 -28 -4 -29 right_child=16 2 3 13 6 -7 23 8 19 -11 18 -13 14 -15 15 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-0.031050918857570654 -0.043791653770448136 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0.070218076842138544 0.1066298584883042 0.82130893130488403 0.3685730256838724 0.22928833877449506 0.82149407981705858 1.0325004906317188 0.096636672231397824 0.27014866492936562 0.21383475147376885 0.39719339054863667 0.80330894098187833 0.078262551061925478 leaf_count=36 1341 56 213 103 671 201 172 114 408 47 826 41 59 6874 205 186 5119 255 148 704 41 37 786 635 118 222 107 342 462 18 internal_value=-0.000201112 0.00274051 -0.00166576 -0.00711227 -0.00296747 0.0191537 -0.00980143 -0.00132686 -0.0197779 0.00172305 0.0207908 -0.00738823 0.0154269 -0.0354836 0.0204524 -0.00540435 -0.0273561 -0.00865512 0.0298572 -0.0290521 -0.0135618 0.012989 0.0331848 -0.0275918 0.00494976 0.0172518 0.0152507 -0.00232862 0.0294216 -0.0189403 internal_weight=11.2874 10.1842 8.18594 6.4885 5.66142 1.69743 4.11705 2.78865 1.32711 0.930431 1.99827 0.486426 1.46154 0.827083 1.35781 0.448004 1.10322 0.591326 1.51184 1.14287 0.687579 0.319006 0.909807 1.3284 0.295895 0.340367 1.54437 0.689291 0.855084 0.475456 internal_count=20547 13610 12559 12177 5200 382 4058 3133 1226 181 1051 77 1907 6977 1236 391 6937 1818 974 1112 134 93 845 925 290 477 1142 467 675 360 is_linear=0 shrinkage=0.05 Tree=166 num_leaves=31 num_cat=0 split_feature=36 368 169 143 25 284 65 97 326 148 140 45 265 378 337 149 321 106 283 4 2 185 179 381 300 308 47 62 277 245 split_gain=0.349873 0.285944 0.272646 0.248221 0.289111 0.238377 0.224333 0.204433 0.199048 0.195001 0.177369 0.17395 0.172824 0.171705 0.210692 0.170104 0.165779 0.153363 0.234538 0.151605 0.15155 0.208186 0.168581 0.148185 0.147176 0.142043 0.13348 0.13755 0.132436 0.13127 threshold=0.019673621281981472 0.024370423518121246 0.016616513021290306 0.040802830830216415 0.017795394174754623 0.0018694325699470939 -0.015099557582288979 -0.047342946752905839 0.017972357571125034 -0.0048430785536766044 0.029647987335920337 0.011645291931927206 -0.048345467075705521 0.017686239443719391 -0.020324896089732643 0.0096399304457008856 0.00057424005353823315 0.0022410342935472731 -0.00080848732613958408 1.0000000180025095e-35 0.020335338078439239 0.014680495485663416 -0.0031511518172919746 0.0036826729774475102 0.015256281942129137 0.022981583140790466 0.014681921806186439 0.020011556334793571 0.014082033187150957 0.021974641829729084 decision_type=2 2 2 2 2 2 2 2 2 2 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 20 6 13 -2 9 19 11 26 28 14 -3 -10 -7 18 -15 -6 21 -1 -23 -8 -11 -18 -9 -28 -4 -13 right_child=7 2 12 -5 8 16 23 10 15 24 -12 29 -14 17 -16 -17 25 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.026914457963029437 -0.050051861175080758 0.033859251093370187 0.047325828416997291 0.036100602773050647 -0.029635058125122633 0.028287049460089482 0.042255685735994787 0.033933323698593094 -0.037919689216348487 -0.023388769797668511 -0.034119571591555924 -0.033645768532357706 -0.017112735921120958 0.041784980000823486 -0.042167091138193537 0.041955590496326522 0.039885225818635232 -0.043269602782407157 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70 269 9 94 89 internal_value=-0.000199908 0.00424541 -0.00541089 0.0126634 0.00702804 -0.0126853 -0.0216053 -0.0181286 0.0189613 0.00546469 -0.0107864 -6.6496e-05 0.0174657 -0.028157 0.00212769 0.0359595 0.00881288 -0.0356953 -0.00207313 0.0280905 -0.00896274 0.00704714 0.0268826 0.0173686 -0.012356 -0.0145401 0.0192348 -0.0189042 0.0301099 -0.018615 internal_weight=10.9748 8.79434 4.0959 4.69844 3.78771 3.10769 2.19638 2.1805 2.16905 1.20906 1.77277 1.2147 0.988205 1.88029 0.374752 0.959988 0.911314 1.50554 0.276806 0.532709 1.61866 0.772611 0.487742 0.316086 0.676349 0.414389 0.595271 0.165594 0.723605 0.619432 internal_count=20547 6399 4809 1590 1325 4259 4010 14148 641 346 6410 1487 550 3219 368 295 249 2851 87 147 684 230 146 791 199 87 421 278 207 1066 is_linear=0 shrinkage=0.05 Tree=167 num_leaves=31 num_cat=0 split_feature=303 17 287 337 143 21 154 154 4 240 365 345 204 302 312 79 372 302 156 353 54 33 336 336 91 378 26 258 84 29 split_gain=0.33426 0.28584 0.287774 0.254 0.224531 0.213394 0.211215 0.202819 0.23893 0.284452 0.217144 0.201319 0.191084 0.190625 0.187917 0.17751 0.165953 0.160445 0.207558 0.189424 0.153311 0.174307 0.156768 0.145441 0.142045 0.135607 0.135196 0.131193 0.128287 0.12768 threshold=0.013992056716233494 0.017870337702333931 0.0063569969497621068 -0.011425693985074757 0.040802830830216415 0.0137463272549212 -0.10475178062915801 -0.082144115120172487 0.010733827948570253 0.017117481678724292 0.012079645879566671 -0.0004989644803572445 0.022267434746026996 0.020043346099555496 -0.0029353871941566463 0.0086982296779751795 0.078946840018033995 0.014768992085009815 -0.0059984186664223662 -0.006534554297104477 -0.00065343966707587231 0.018044746480882171 -0.054290559142827981 -0.029733397066593167 -0.0020578991388902064 0.019614186137914661 0.010917785111814739 0.017580443993210796 0.05297179892659188 0.025162305682897571 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 15 4 7 12 14 13 9 23 -10 -8 28 20 27 -1 -13 24 19 -19 22 -22 -3 -9 -18 -7 -20 -4 -2 -5 right_child=5 3 6 29 -6 25 11 8 10 -11 -12 16 -14 -15 -16 -17 17 18 26 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.017932093608822555 0.028746946912474071 -0.050759285997695136 0.040818965585324524 -0.037196758740833294 0.037518756922477962 -0.0032980659827327851 0.041571451459318981 -0.036218782562956922 0.03860623861301761 0.030389733765068712 -0.0373107978318577 -0.028636186288594913 -0.041456621596435594 -0.031859485421927271 -0.042595715507714023 -0.037505568622514751 -0.034132114260180535 -0.050512307693518048 0.042025270350287185 0.035720054267792505 0.048609813033302002 -0.050261792443075298 0.038694800063930904 0.026579381192873411 0.032919512144983537 -0.041970684675911529 -0.046184029470649535 -0.050066971242095741 -0.050344408921058327 0.01041804939764323 leaf_weight=0.17257886157676539 0.43038603155400856 0.051082656245853397 0.14612833991850527 0.36248903222076467 0.95999022272371792 0.30421591428785155 0.39378343395219451 0.77516766990447639 0.48442517883267999 0.26444221916062816 0.11692618365486851 0.35313998850324413 0.17584215677561588 0.14348029993925582 0.42454494492994854 0.88418766163886175 0.089155502535504638 0.079901518307451624 0.050356394505797653 0.31377822133617883 0.071306089404970519 0.1189197742351098 1.1885383800272387 0.10464716335991431 0.69240949806226104 0.88940423523490608 0.31619988396050758 0.05452019893709803 0.058203520369715989 0.23020344548058347 leaf_count=87 766 18 27 228 345 584 71 264 161 97 20 130 943 556 1546 3324 31 186 94 121 22 858 484 25 212 8426 735 60 44 82 internal_value=-0.000193782 0.00385719 -0.00610036 0.0119732 0.0162223 -0.019472 0.00200577 0.0100624 -0.00167198 -0.0150821 0.023845 0.00904141 0.00323922 0.0230818 -0.0237505 -0.0284521 0.00228142 0.00936291 -0.00699122 0.0182183 0.0285949 -0.0131998 0.0350086 -0.0287494 0.0252707 -0.0321143 -0.0340661 0.0161234 0.0193251 -0.018703 internal_weight=10.7004 8.8423 3.97068 4.87162 4.27893 1.85805 2.91392 3.31894 1.74561 1.14426 0.601351 2.28872 0.664432 1.57333 0.625193 1.05677 1.89494 1.5418 0.760236 0.39368 1.42985 0.190226 1.23962 0.879815 0.781565 1.19362 0.366556 0.200649 0.48859 0.592692 internal_count=20547 9784 6624 3160 2850 10763 3213 2505 567 386 181 1580 1753 1938 1633 3411 1509 1379 1136 307 1382 880 502 289 243 9010 829 87 810 310 is_linear=0 shrinkage=0.05 Tree=168 num_leaves=31 num_cat=0 split_feature=34 381 163 62 249 113 188 56 45 259 336 309 222 164 223 305 364 164 290 334 254 242 285 371 290 96 226 77 55 368 split_gain=0.325103 0.285208 0.250686 0.245002 0.24133 0.225562 0.222036 0.224226 0.207072 0.197867 0.194705 0.186863 0.184743 0.162517 0.153568 0.181565 0.160777 0.152452 0.148899 0.143019 0.158437 0.138379 0.149271 0.135039 0.154587 0.140389 0.123187 0.122792 0.14496 0.12125 threshold=-0.0035509280860424037 0.0023493049666285519 0.01626208703964949 0.0099165816791355627 0.015341036021709444 0.018668137490749363 0.0020570138003677134 0.011530883610248567 0.026553066447377208 0.0018897976260632279 -0.034184390679001801 0.0084482543170452135 0.012324375566095115 -0.010697136167436836 0.018022570759058002 0.014956882223486902 -0.0013303354498930273 0.00074974805465899419 0.0071356559637933978 0.022808557376265529 0.014926712028682234 0.017645334824919704 0.031036781147122387 0.021745470352470878 0.019694269634783271 0.013210956007242204 0.022713326849043373 0.0075762572232633838 0.019789197482168678 0.028061698190867904 decision_type=2 2 2 2 2 2 2 2 2 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 12 8 9 11 10 13 23 -8 -6 -2 -1 15 21 -17 -7 -9 29 -21 -4 -23 24 25 -5 -15 28 -20 -14 right_child=1 2 14 5 6 17 7 18 -10 -11 -12 -13 19 26 -16 16 -18 -19 27 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030538588960983937 -0.045913122524179867 -0.049737043281435883 -0.04442980980404676 -0.034197773615991349 -0.028972867769451682 0.00753163709955652 -0.033610425031767387 -0.037983872848875264 -0.035143939261338582 -0.040289030260978263 0.04776668367334732 0.038434545002131691 0.036065547327360552 0.011355838823781083 0.017542369601684382 -0.03825754956895136 0.024878337927103263 -0.030641981522439882 0.044274585305399204 -0.041324073164931113 0.015497577429482424 -0.042180900389175206 0.038739808989200729 0.035436517098687802 0.038048428051319652 0.034460316395387776 0.042285607909577146 0.045370639159497753 -0.027063713611852988 -0.05026782350547955 leaf_weight=0.10636097333190231 0.39788360720922333 0.58094634421286206 0.65647547745174939 0.26106167693615168 0.75501719563362746 0.59152232436827012 0.356127794007989 0.082857541920020594 0.1348385787277947 0.12680760519288004 0.092621036703348869 0.11902037711479352 0.25981328486705024 0.45306862662255309 0.35515565171954211 0.14528209217496624 0.32959227427454607 0.46884716912791191 0.13071615619082877 0.33217954808060313 0.19451653594296658 0.1074813434479438 0.12131379501443007 1.0357742280102682 0.22528749156117556 0.10416086812074354 1.1121367276718954 0.58179172606105567 0.15642753819338395 0.048216422721452545 leaf_count=51 3291 9458 1299 888 109 393 110 74 36 344 44 56 190 156 105 78 352 716 52 1055 157 48 39 614 46 26 434 159 42 125 internal_value=-0.000191665 -0.00727498 -0.0213495 0.000712677 0.0108166 0.00885654 -1.89136e-05 0.012322 0.0244605 0.0198671 -0.0168143 -0.0197938 -0.0178759 0.0292685 -0.0117351 -0.0193799 0.00556267 -0.009347 0.0260591 -0.00451155 -0.020339 -0.0327596 0.000725598 0.0245577 0.00547581 -0.0146166 0.0333326 0.032166 0.00541155 0.0225516 internal_weight=10.4233 6.34232 2.29625 4.04607 4.08098 2.81346 2.27458 1.40054 1.8064 1.75309 0.448749 0.874038 1.23261 1.67157 1.7153 1.36014 0.474874 1.06037 0.951793 0.834726 0.526696 0.885271 0.228795 1.62628 0.59051 0.365223 1.56521 0.868935 0.287144 0.30803 internal_count=20547 19224 11379 7845 1323 3027 646 481 677 1918 154 165 4818 641 1921 1816 430 1109 327 1527 1212 1386 87 1574 960 914 590 253 94 315 is_linear=0 shrinkage=0.05 Tree=169 num_leaves=31 num_cat=0 split_feature=197 179 97 246 300 275 242 163 372 189 8 189 222 14 334 37 17 361 273 259 351 88 320 355 360 273 204 73 283 141 split_gain=0.315972 0.3415 0.263669 0.244098 0.251493 0.242958 0.227597 0.206986 0.19973 0.204565 0.193869 0.183673 0.234374 0.248674 0.174481 0.167794 0.164521 0.149259 0.148746 0.14853 0.165723 0.160026 0.138646 0.123563 0.12158 0.120346 0.11953 0.118357 0.112634 0.11781 threshold=0.0071776232216507205 -0.0046384155284613362 -0.051537677645683282 0.017892334610223774 0.011820994317531587 0.0097228605300188082 0.0081572234630584734 0.01689961459487677 0.081910941749811186 0.011454769410192968 0.01302150869742036 0.000725535850506276 0.021157558076083664 -0.0011130186612717805 0.028225513175129894 0.001908192993141711 0.026913980022072796 -0.00073177527519874264 -0.0076961014419794074 -0.00051712631830014278 -0.058788593858480447 0.0017499564564786854 0.0051543812733143577 -0.0086764493025839311 0.028144769370555881 -0.013705172110348938 0.019748613238334659 -0.0056727926712483159 -0.0028113921871408816 0.014404600486159326 decision_type=2 2 2 2 2 2 2 2 2 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 16 4 8 6 -3 24 -4 10 -10 -7 13 15 19 -13 -1 -11 27 20 -9 -21 -15 -8 -2 -5 -26 -6 -27 -30 right_child=1 5 3 25 18 11 23 14 9 17 -12 12 -14 22 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 26 28 -28 -29 29 -31 leaf_value=-0.040913350969123879 -0.050086226562208173 -0.025566093456929923 -0.034907422740064441 -0.050286078917742276 -0.047347569853646326 -0.033042013973601625 -0.050164534130712035 0.022324893893657403 -0.028117914986633227 0.030969753865354874 0.035213156433351753 0.032692410343299269 0.029881521044474602 0.0077521993586608584 -0.039546737502144567 -0.039523044117839162 0.033428030601519547 -0.038748408585124947 0.042530825718030324 0.034192379716129262 -0.034104114762430394 -0.048120563690688754 -0.042349532668069512 0.037720422968520628 0.016292300132945674 0.044129927400570118 -0.050169883453129664 0.047734365395798069 -0.001432886882284238 0.03686183408598246 leaf_weight=0.36666932141997666 0.72432404926621552 0.20106242264955676 0.46345201265649016 0.04685173273901444 0.095803587337286444 0.50803552923753192 0.042027958119433606 0.6541429003355006 0.15594661116847397 0.099554073487524875 0.53680165975492855 0.3745552246746231 0.50244183253744257 0.18635291370992446 0.37666416728279717 0.10243506068036368 0.09337349632733094 0.33542932219461363 0.50336112602235505 0.077235832115547853 0.16241726848784299 0.2507275687657966 0.53309449928201502 0.82655257393162174 0.16335928429361957 0.81242187244970399 0.1154664583500562 0.049712921201717108 0.40141326904085861 0.40193825755159196 leaf_count=541 13077 385 75 47 51 206 80 488 21 21 224 204 258 432 219 62 36 56 265 19 59 1025 700 319 272 320 711 17 213 144 internal_value=-0.00018859 -0.00783401 0.00997714 0.0141974 0.00342437 0.00281434 0.0223712 -0.0216554 -0.00727415 0.004082 0.0209565 -0.00666445 0.00122353 -0.0108113 -0.0100287 0.0171839 -0.0258245 -0.0227921 0.0296594 -0.00031428 0.0111009 -0.0287358 -0.0293721 0.0334679 -0.0392864 0.0287119 -0.0112308 -0.0148647 0.0310026 0.017727 internal_weight=10.1636 5.8009 4.36273 3.90269 2.24006 3.27656 1.06964 2.52434 1.59118 1.12773 0.692748 2.20692 1.69888 1.19644 1.52119 0.47699 0.460043 0.434983 0.648878 1.14452 0.81656 0.327963 0.719447 0.868581 1.00315 1.66263 0.278826 0.145517 1.61577 0.803352 internal_count=20547 18516 2031 1454 730 2646 784 15870 397 322 245 1862 1656 1398 1810 266 577 77 333 1591 547 1044 1132 399 14060 724 983 68 677 357 is_linear=0 shrinkage=0.05 Tree=170 num_leaves=31 num_cat=0 split_feature=342 336 76 160 154 92 337 372 90 206 12 2 331 139 189 57 230 122 339 178 176 325 208 205 343 364 223 317 212 372 split_gain=0.304348 0.263558 0.246346 0.259053 0.275235 0.274088 0.274026 0.274213 0.278379 0.22928 0.219594 0.196266 0.189953 0.174187 0.172928 0.165946 0.157828 0.153056 0.152318 0.151126 0.142843 0.142951 0.136289 0.130868 0.12727 0.126073 0.125619 0.105323 0.103854 0.101201 threshold=0.025953212752938274 -0.051260273903608315 -0.011613280512392519 0.016623957082629207 -0.10389533638954161 0.0036352516617625956 -0.018541766330599781 0.082288656383752837 0.022086953744292263 0.028874813579022888 0.0063349753618240365 0.013056981377303602 0.023470953106880191 0.021560534834861759 -0.0018404623260721562 0.060985768213868148 0.030362398363649849 0.0077162832021713266 0.0078851431608200091 0.0013734430540353062 0.0032007424160838131 0.00081735601997934293 0.022029732353985313 0.019285826943814758 0.033980667591094978 0.010951132047921421 0.010745869018137457 0.020220074802637104 -0.014354328624904154 0.064550369977951064 decision_type=2 2 2 2 2 2 2 2 2 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 16 12 7 8 27 15 18 17 28 -4 -7 -8 -3 -1 23 24 21 -17 -10 -9 -12 -13 -15 -5 -6 -24 right_child=-2 2 13 6 5 14 9 10 22 -11 19 25 -14 26 -16 20 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.032750448112779357 -0.042747611326707916 0.02891550875513384 -0.04237218370008166 -0.04436254073962495 0.010360916767094943 -0.022018710544122796 0.019579555456478819 -0.013896666125917174 -0.032358671141952643 0.030667667823126733 -0.040320475965511693 -0.043877875567341962 0.030152305431876154 -0.050210396279590688 0.038761589889135702 -0.046519645197189673 -0.047856952411599256 0.033029773406743353 0.045286316027146806 0.026367338032906969 -0.032950166579522953 0.044051740646533201 -0.032270641822379868 0.048038645157959997 0.028100543459266544 0.01634710550721238 0.040628390253319477 0.014602024934401749 -0.041417076061142234 0.040976335560484342 leaf_weight=0.14149396714856155 0.40295728904675421 0.095726500718228968 0.44476725550521301 0.46733183603100792 0.14973039960750611 0.12555804295516337 0.22019644653482817 0.25008515508307005 0.11049941959754506 0.2465202687162672 0.27591175968700543 0.65099761369310727 0.27631528425263241 0.052992420627560932 1.7220126219290242 0.06618094018085674 0.22264698883373057 0.23579888759013556 0.85528810019241064 0.26031492835318204 1.2895293644796764 0.12749151192656427 0.054947750422797981 0.12943207571515813 0.0901786825270392 0.10028389048966346 0.13504979440403986 0.090378635837623733 0.27418484903682605 0.33259658774113632 leaf_count=378 4640 33 5353 1749 27 32 48 105 61 66 168 4936 79 67 788 45 240 71 308 118 610 60 123 22 15 161 28 104 34 78 internal_value=-0.000187746 0.00161855 0.00467828 0.0071327 0.0190578 0.024535 0.000109832 0.00981009 -0.0105446 -0.0144012 0.0213561 -0.0210625 -0.00210366 -0.0253152 0.0346311 -0.0209237 -0.0247735 0.0083606 0.0335885 -0.00275702 -0.0269368 0.0131021 0.0166246 0.007226 -0.0234664 -0.0358388 0.015029 -0.0348072 -0.0231287 0.0305911 internal_weight=9.8974 9.49444 8.36587 7.73306 2.86617 2.5478 4.86688 2.91696 1.05575 1.94992 1.86121 1.12857 0.700231 0.632809 1.84757 1.7034 0.318373 0.377293 1.23481 0.626405 1.4832 0.193672 0.498044 0.379517 0.36609 0.751282 0.188042 0.55771 0.423915 0.387544 internal_count=20547 15907 10361 4913 1233 960 3680 2851 2115 829 736 5546 140 5448 820 763 273 449 435 301 715 105 262 127 183 5097 95 1853 61 201 is_linear=0 shrinkage=0.05 Tree=171 num_leaves=31 num_cat=0 split_feature=57 283 151 17 179 217 18 66 301 268 303 92 310 309 248 279 322 73 381 103 79 219 352 342 76 90 79 229 113 121 split_gain=0.297633 0.25971 0.331107 0.21969 0.209267 0.29225 0.204319 0.192743 0.203724 0.183568 0.178516 0.192958 0.208161 0.175267 0.173489 0.171646 0.15611 0.15539 0.14567 0.178063 0.14273 0.120663 0.118871 0.117377 0.116705 0.11476 0.112942 0.112491 0.111649 0.104682 threshold=0.092155642807483687 -0.0007491431024391203 0.011322369799017908 0.01699798367917538 -0.0080420621670782549 0.0054167658090591439 -0.0025567002594470973 -0.0013804786722175775 0.0074982738588005313 0.032221037894487388 0.01632810011506081 0.0036352516617625956 0.027820056304335598 -0.0088360523805022222 0.010451847221702339 0.011514430399984123 0.0011856047785840931 -0.0025829777587205167 -0.00090486244880594302 0.0039379526861011991 0.030968552455306057 0.0048539589624851951 -0.012702897191047667 0.019809485413134102 -0.013324202504009007 0.021222567185759548 0.016637456603348259 0.014794369228184225 0.013909946195781233 0.0077304278966039428 decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -4 9 -3 8 -8 27 11 12 26 -13 23 -9 -17 24 19 25 -10 -16 -18 -1 -7 -2 -5 -6 -23 -15 right_child=18 2 4 10 5 17 7 15 20 -11 -12 13 -14 29 21 16 22 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.04136203840063303 -0.050102701660495325 0.035597274529418112 -0.04802405353551252 -0.035326172069922765 -0.040766942482150348 0.03517922327344792 -0.038971079180931831 0.021333613735125694 0.033459827410793265 0.049971633837571465 -0.037522679878605067 -0.028548507012004416 0.038872905245499023 0.039025081089340059 0.027044732051560796 0.031026391572258168 0.04412343351252597 -0.022199746932854873 -0.048735975954457694 -0.034010537572341432 -0.050192875214841073 0.003467422979496849 -0.035709784785160202 -0.044450386189930913 -0.050049622121503171 0.044571192600399517 0.015434812492109626 0.028781820753601889 -0.038436168488088299 -0.0010791326574525145 leaf_weight=0.24351781253244487 0.039542935413919622 0.49942903461305865 0.49826346179088354 0.32056260671925052 0.8068749911362838 0.46506081464758608 0.13562456035288128 0.28119634535323557 0.7145911424249789 0.067276893045345787 0.1290114262355927 0.1156738152640181 0.24057859176537022 1.6050895603948436 0.13028215689882927 0.11623529988264636 0.049627924685410552 0.22343801182978495 0.42375773543517503 0.29275421412603464 0.054909516147745308 0.23262702836836979 0.77144265529204814 0.047646285915107001 0.043962652525806334 0.16799792827259807 0.16649489359406289 0.062655221105160308 0.50198943761824921 0.18107347226759873 leaf_count=84 154 174 4278 46 688 190 934 443 264 19 1185 17 86 901 87 471 16 219 5119 1560 158 381 1063 86 410 104 24 19 1199 168 internal_value=-0.000184643 0.00267938 -0.00512743 0.0122333 -0.0195879 -0.0110999 0.00682178 5.44322e-05 0.0175319 -0.029599 0.0199014 0.0227188 0.00082123 0.0310968 -0.00606368 -0.0129282 -0.0232069 0.0125602 -0.0271655 -0.00889489 0.0274906 -0.017302 -0.0308844 0.0273196 0.0278183 0.0265329 -0.0179741 -0.0357555 -0.0251668 0.0349595 internal_weight=9.62919 8.70514 4.79059 3.91455 2.16753 1.66927 2.62306 2.12363 0.905125 0.936807 2.75848 2.62947 0.727636 1.90184 1.15606 1.2185 0.937306 0.732461 0.924053 0.500295 0.769501 0.864899 0.821071 0.291164 0.509023 0.207541 0.487058 0.86953 0.734616 1.78616 internal_count=20547 13610 9346 4264 5823 1545 3523 3349 1356 726 2427 1242 156 1086 1837 1993 1550 819 6937 1818 422 1667 1079 170 600 258 70 707 1580 1069 is_linear=0 shrinkage=0.05 Tree=172 num_leaves=31 num_cat=0 split_feature=36 368 65 57 25 300 18 287 236 143 211 106 283 159 269 157 64 199 354 331 185 199 17 284 103 257 302 280 355 58 split_gain=0.286852 0.264543 0.263081 0.289601 0.240615 0.188595 0.185989 0.184377 0.1757 0.170968 0.171024 0.169874 0.159837 0.146785 0.168822 0.15006 0.144393 0.13962 0.146842 0.144306 0.134782 0.138156 0.132965 0.128001 0.123411 0.118287 0.124892 0.114465 0.110594 0.109963 threshold=0.022793600335717205 0.027173277921974662 -0.018860941752791401 0.071090456098318114 0.017795394174754623 0.0040747274179011592 0.021376292221248153 0.013325599022209646 0.0039090591017156848 0.041124707087874419 0.0021406848682090644 0.0026837438344955449 0.0039750251453369865 0.0042647875379771003 0.016909201629459861 0.023842239752411846 0.017211121506989006 0.019767880439758304 0.02528640162199736 0.017516159452497963 0.023065859451889995 0.031689656898379333 0.02231533266603947 0.0052296121139079341 0.015166277531534435 0.024342561140656475 0.015807191841304306 0.0097072785720229166 0.0023637344129383568 0.0071720185223966846 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 24 20 8 -6 17 -11 12 16 15 22 -10 -5 29 -19 -20 21 -4 25 -13 28 26 -15 -26 -2 -1 right_child=5 2 6 11 7 -7 -8 -9 13 10 -12 23 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.027960093349608469 -0.050132958196350302 0.031670181082636535 0.03806484101921314 0.036933869478982244 -0.030406373696297992 -0.046716363624549041 -0.050186340227449548 0.034661543452093969 0.038482456198999683 -0.035388960019635318 0.041473300960701023 -0.044223558923325135 -0.04832184346971486 0.027397807678790395 -0.030525623332453872 -0.032893093995219995 -0.02710566848719393 -0.030663986162372748 -0.024947329968801016 0.031823175328300451 -0.033894768403117302 -0.032150618113985889 0.043730959384785668 0.0096728391814223432 0.039320031461848572 -0.044699854508801803 -0.047307843959852283 -0.018186645515270647 0.0015184401480046051 0.028390217901918466 leaf_weight=0.1166528180474401 0.2169484288551764 0.23835798347681736 0.59161895070792514 0.23892483694726241 0.24273438635282296 0.48813403078656847 0.10143700045864534 1.1331187072282771 0.70874993472716585 0.091972965827153419 0.33958978329610545 0.99813484815422249 0.14551626686079544 0.29650695412783512 0.28219400267698802 0.082176896248711273 0.13936422182268871 0.84625879248869729 0.21420393922380754 0.23446418918683776 0.094954607575346017 0.079465718137726071 0.25995619865170738 0.12382897111638158 0.20239058429069701 0.11573659819259774 0.068956491080825799 0.15116011213649472 0.19841988604275684 0.33577892352150229 leaf_count=31 503 64 380 86 179 10141 2024 376 230 24 98 2768 60 157 156 70 38 1486 87 138 31 34 84 42 32 36 345 252 385 210 internal_value=-0.000183066 0.00325752 -0.00934852 -0.019839 0.00971803 -0.0224095 0.0134364 0.0184658 0.00954431 -0.00308951 0.0250927 -0.0272991 -0.00378911 0.0148894 0.00238631 0.0310666 0.0133413 -0.01005 -0.0184042 0.0047197 0.0218612 0.0297504 0.0149175 -0.0382751 -0.00697872 -0.000648278 0.0133022 0.0147331 -0.0254593 0.0138611 internal_weight=9.37771 8.12065 2.7516 1.88413 5.36905 1.25705 0.867476 3.19013 2.05701 2.17892 0.431563 1.64577 0.523805 1.81428 1.02335 0.790927 0.378289 1.74736 1.29493 0.448668 0.766039 0.671085 0.741156 1.12196 0.768919 0.4812 0.365463 0.353551 0.415368 0.452432 internal_count=20547 9234 5527 3058 3707 11313 2469 1633 1257 2074 122 2994 184 1078 778 300 124 1952 1711 225 445 414 622 2810 1172 538 502 284 888 241 is_linear=0 shrinkage=0.05 Tree=173 num_leaves=31 num_cat=0 split_feature=168 336 18 372 284 237 208 205 250 218 135 369 19 90 319 294 382 316 15 303 18 15 296 122 138 287 27 141 101 310 split_gain=0.276488 0.261303 0.279525 0.216672 0.217213 0.212838 0.21244 0.169889 0.167582 0.161477 0.146777 0.159615 0.145406 0.145147 0.192447 0.144754 0.141452 0.140343 0.128979 0.118725 0.123965 0.11658 0.11253 0.11203 0.107443 0.105509 0.105493 0.105018 0.103525 0.104691 threshold=0.032579319551587112 -0.042070699855685227 0.025772321037948135 0.080943409353494658 0.0022107464028522377 -0.0021966039203107353 0.017905777320265773 0.015060870442539455 0.0052399784326553353 0.019103249534964565 0.050565356388688094 0.0026752476114779715 0.0090433103032410162 0.022397562861442569 0.019991455599665645 -0.0096579617820680124 0.023944599553942684 0.028137087821960453 0.024380093440413479 0.014864134136587383 0.014813657850027086 0.0055789579637348661 0.0094535150565207022 0.00363508053123951 0.017259662970900539 0.00037443031033035373 -0.0038777905283495779 0.019741104915738109 0.015502311289310457 0.027215452864766124 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 9 8 10 12 21 16 -12 -3 -1 -15 -7 17 -8 -17 20 -10 -5 -14 -6 -2 -25 -13 -20 29 -11 right_child=24 2 -4 5 23 15 7 -9 19 28 11 26 22 14 -16 18 -18 -19 27 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.044944736300776444 0.019146950198648538 -0.038830703990387849 -0.05019036177591351 0.048224238599339442 -0.05038007485775188 -0.037078890945648903 0.032781558103396717 0.030705147206953273 0.038973123597405707 -0.05046113074186509 0.039368933280698043 0.043114574208809653 0.033203004793534316 -0.033602220099098898 0.027555603973676502 0.034734359597715536 -0.034003402229831628 -0.024753265053106103 -0.038750178823257146 -0.04163572038467675 -0.028714012211679657 -0.040018413037545011 -0.016762005078092647 -0.044329795876017999 -0.050090329990587261 0.028754584468029379 -0.025402458699391485 0.041010071832157241 0.037472766796183388 0.048754003786048612 leaf_weight=0.78049031822774784 0.066281210951275038 0.42822449842151289 0.19134698243942683 0.040724225749727228 0.069367911207336763 0.1036768283101992 0.88240610769935324 1.5173568722566413 0.38129081710212631 0.090473857881079311 0.14418278410448682 0.062156306434189901 0.17497542158707802 0.35669707084434776 0.20118009141697257 0.72851166037253257 0.10940527056845883 0.12046033313527005 0.12305543809270603 0.073003628447622759 0.082232355536689283 0.46256133069800853 0.31655705950470292 0.057551399549083726 0.36237617677852541 0.34794854258871055 0.58407567129870586 0.062094698345390498 0.18039299320298596 0.037654590698366519 leaf_count=6528 21 563 896 5 226 148 700 465 144 65 41 50 92 1113 177 223 53 198 192 113 503 907 164 129 6332 114 251 36 89 9 internal_value=-0.000181383 0.00174796 0.00909006 -0.00846715 -0.0207155 0.00367461 0.0114162 0.0182263 -0.00457697 -0.0154185 0.00827457 -0.00819923 -0.0175315 -0.0310237 -0.0115477 0.0189104 0.0199814 0.0258707 0.0252637 0.0176306 0.0269649 -0.0328781 0.00102451 0.0083373 -0.0393845 0.0183819 -0.0188123 -0.0120006 0.013063 -0.0213036 internal_weight=9.13871 8.71006 5.06767 3.64238 1.81324 1.82915 4.87633 3.42004 1.45628 0.811807 1.90269 0.790415 0.919757 1.33837 0.557877 1.01734 1.11227 1.00287 0.913662 0.536527 0.463523 0.503286 0.491532 0.474868 0.428657 0.4055 0.646232 0.18515 0.308521 0.128128 internal_count=20547 14194 4233 9961 8287 1674 3337 1758 1579 1075 1293 342 819 7818 1290 599 951 898 451 760 647 912 256 469 6353 243 301 228 163 74 is_linear=0 shrinkage=0.05 Tree=174 num_leaves=31 num_cat=0 split_feature=57 287 17 48 305 160 72 60 18 92 25 365 378 70 92 277 103 55 204 242 42 119 365 35 247 283 308 71 155 24 split_gain=0.270915 0.245155 0.265055 0.237998 0.200283 0.221059 0.200232 0.211524 0.200215 0.224112 0.172073 0.171293 0.164181 0.159964 0.157545 0.147929 0.147707 0.182187 0.140618 0.134452 0.130247 0.127981 0.125231 0.121758 0.118457 0.1168 0.161866 0.130719 0.118834 0.113397 threshold=0.09255163744091989 0.014418117236346008 0.024221471510827545 0.014022891875356438 0.020780650898814205 0.019111161120235923 0.0022567737614735965 0.014437236357480289 0.018306581303477291 0.0036352516617625956 0.015901334583759311 0.0048579820431768903 0.02778663951903582 0.00065979169448837649 0.0094585386104881781 0.0067892007064074287 0.0039379526861011991 0.016976860351860527 0.018457938916981224 0.023104534484446052 0.018565078265964988 0.01795076206326485 0.012079645879566671 -0.02404605038464069 0.071773242205381407 -0.0030218004249036308 0.023262768052518371 0.01184966415166855 0.012780381832271816 0.017342547886073593 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 -7 9 18 19 29 20 -12 15 -13 17 -2 -1 -3 23 -16 -22 -4 -9 -15 -27 -28 -29 -11 right_child=16 10 12 -5 -6 6 -8 24 -10 11 13 14 -14 25 21 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.033121590817550159 0.029989919568514968 -0.013920978331554866 0.041047017946935438 -0.040693571645209814 0.033321556816886165 -0.047932298971816667 -0.037706698302997471 0.030557472373477015 -0.050145027626091049 0.042659034308191367 -0.050344458988938759 0.050731033303561116 -0.035636038389645866 0.045551489047650093 0.030299169738560391 -0.038412145153492873 -0.045567574711928599 -0.050081524341597808 0.036186618563400184 0.035882511882425021 0.03594191704242182 -0.045564923384618546 -0.048995681422514842 -0.022870162597432547 -0.050236804492987723 0.039446963967708346 0.032658873238711771 0.028729384878650101 -0.036466353271209041 -0.0048322976462381274 leaf_weight=0.4472584520317463 0.18454771161759786 0.63524879165470372 0.71271270118177199 0.510641188286172 0.32264145041335712 0.16094659990812921 0.89169319095890387 0.346498409697233 0.17050264775116364 0.60182739712945454 0.06788973334005266 0.054870268213562667 0.12276163355909375 0.59582497595692974 0.38720056943202508 0.30650362981032231 0.47925530711381725 0.11550062745118339 0.087500497196742799 0.17226394037606951 0.075342513320720172 0.06491156844276702 0.10234583043347811 0.083206563373096065 0.05220187013856048 0.45938998826750299 0.18934974376134051 0.095850816474921885 0.25810138992346765 0.15887576294153405 leaf_count=107 381 268 270 6764 135 131 1687 178 2000 289 38 9 585 232 148 107 4588 1563 30 59 80 26 17 101 241 145 103 48 69 148 internal_value=-0.000181507 0.00251654 -0.00322193 -0.00852485 -0.00447231 -0.00774076 -0.0229937 0.000448711 0.00197089 0.00618432 0.0156464 0.0156842 0.0188536 0.0248259 -0.00026512 -0.0248768 -0.0283437 -0.000832787 -0.021781 -0.00329657 0.0257242 0.0194071 -0.0129809 0.034365 0.0199791 0.0280184 0.0175998 -0.000873054 -0.0188112 0.0327403 internal_weight=8.91367 8.13436 5.66044 4.56407 4.05343 3.73079 1.45134 0.559647 2.27945 2.10895 2.47392 1.57419 1.09637 1.66641 0.813486 0.361374 0.779304 0.300048 0.534759 0.807513 0.973608 0.452112 0.177688 0.795919 0.3987 1.59852 1.00269 0.543302 0.353952 0.760703 internal_count=20547 14015 13053 12000 5236 5101 2237 550 2864 864 962 727 1053 635 290 116 6532 1944 137 327 468 174 97 371 419 597 365 220 117 437 is_linear=0 shrinkage=0.05 Tree=175 num_leaves=31 num_cat=0 split_feature=197 179 97 60 234 178 154 300 35 305 158 163 180 378 66 255 334 17 295 92 3 259 37 273 1 219 360 122 378 131 split_gain=0.264996 0.273657 0.209519 0.208971 0.20939 0.207481 0.191675 0.240561 0.175969 0.167343 0.206603 0.167004 0.154463 0.148869 0.158308 0.144601 0.144392 0.134216 0.128903 0.127748 0.126448 0.122561 0.126386 0.121065 0.117287 0.118899 0.101149 0.0974002 0.0967628 0.0961684 threshold=0.0071776232216507205 -0.0046384155284613362 -0.051263825967907899 0.020934846252202991 0.013763784896582367 0.0048160653095692405 -0.083753194659948335 0.011820994317531587 -0.023327379487454888 0.014956882223486902 -0.035986959934234612 0.01689961459487677 0.083764553070068373 0.021087543107569221 -0.00026937326765619213 0.026724189519882206 0.028225513175129894 0.026913980022072796 0.019231477752327922 0.010251794476062061 0.031183752231299881 -0.0049702473916113368 -0.0035545210121199484 -0.0096512534655630571 -0.0030784291448071595 0.017565598711371425 0.028144769370555881 7.3882929427782087e-05 0.025645884685218338 -0.0026409697020426388 decision_type=2 2 2 2 2 2 2 2 2 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 17 4 6 8 23 19 9 10 -3 26 20 14 -12 -16 21 -1 -9 -8 -7 24 -23 -4 25 -13 -2 -25 -28 -11 right_child=1 5 3 -5 -6 12 7 18 -10 29 13 16 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 27 -26 -27 28 -29 -30 -31 leaf_value=-0.039396428485820839 -0.050075955031537445 0.032300111077856811 -0.040365125025366828 0.035653780475771842 0.030482723028913292 0.039905870116077158 -0.038301476113570355 0.042697519118789141 -0.046548159755323448 -0.034902812639894469 0.040897074478951433 -0.04825303571001277 -0.038687861343277369 -0.038595300146457831 -0.037453733073209143 0.042612054802935548 -0.039056271971309439 0.032821961024206314 -0.037095361505822301 0.0063765993237546205 -0.047490986953530462 0.017768203297138293 -0.040733437716885833 -0.033780550547362724 0.02975779120303091 0.042545380627874121 0.016698922237848676 0.033390580827631293 -0.048198264033700061 0.028479591886769535 leaf_weight=0.31396959324592932 0.5873758365887628 0.22739405145694069 0.07584043393944806 0.83083601997168433 0.67827389552076045 0.59580125570300868 0.6605367693264268 0.22729383599653374 0.23267361193211411 0.067448286496073706 0.15719221448307508 0.11642862200460513 0.082929885980774998 0.53546494329657435 0.25918105099754007 0.072073380521032959 0.32492447144431935 0.080915288506730576 0.065114328048366588 0.21113620854157489 0.044476066172137507 0.13873539446831273 0.27595879063937878 0.059957518244118657 0.39054955914616585 0.052228042975912103 0.13350854666532541 0.54022114827421319 0.10080622896839486 0.5309562180809736 leaf_count=556 13077 80 84 346 213 419 92 91 124 17 64 82 48 1268 198 15 219 36 8 35 211 35 1268 63 191 15 349 507 634 202 internal_value=-0.000178445 -0.00779918 0.00984816 0.0139095 0.00673588 0.00244624 -0.00201737 -0.0143149 -0.00556681 -0.000411793 -0.0108119 -0.0213546 0.0255188 -0.0203864 -0.000424614 -0.0200333 -0.0101939 -0.0245983 0.024929 -0.0274796 0.033835 -0.000564485 -0.0211618 0.0191586 0.01471 -0.0201354 -0.038996 0.0266802 -0.011221 0.0213355 internal_weight=8.6702 4.92611 3.7441 3.34921 2.51837 2.80559 1.8401 1.16408 2.08238 1.84971 1.25131 2.12052 0.723207 1.02391 0.488447 0.331254 1.29882 0.394885 0.292408 0.871673 0.640277 0.9739 0.414694 0.676019 0.559206 0.168657 0.821691 0.600179 0.234315 0.598405 internal_count=20547 18516 2031 1439 1093 2646 880 226 1968 1844 1625 15870 678 1545 277 213 1810 592 99 127 630 1591 1303 654 288 97 14060 570 983 219 is_linear=0 shrinkage=0.05 Tree=176 num_leaves=31 num_cat=0 split_feature=36 66 5 120 41 108 303 6 152 72 76 46 242 138 266 294 14 381 197 164 252 186 275 242 62 9 336 316 361 181 split_gain=0.255618 0.208627 0.219341 0.180074 0.206719 0.200481 0.168824 0.168916 0.177638 0.162362 0.160309 0.151817 0.145581 0.140887 0.184556 0.133497 0.129685 0.161098 0.132991 0.157108 0.129641 0.130109 0.124495 0.118778 0.118474 0.107568 0.106206 0.104653 0.126399 0.0940693 threshold=0.015815334394574169 -0.001932816347107291 0.021655581891536716 0.010652680881321432 0.013514872640371324 0.014716014266014101 0.016673023812472824 0.03263873606920243 0.0025243265554308896 0.0035536558134481315 -0.011341440025717018 0.0026398459449410443 0.019554848782718185 0.043620988726615913 0.0075445622205734262 -0.011430278420448301 -0.00053012571879662562 0.0044674768578261146 0.00745245534926653 -0.0022903762292116876 0.00095986452652141463 0.021354578435420993 0.011011654976755382 0.024731243029236797 0.0091941216960549372 0.016538726165890697 -0.027869286015629765 0.02345661818981171 0.010292971041053535 0.028940293006598953 decision_type=2 2 2 2 2 2 2 2 2 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 9 5 11 7 -2 15 29 16 22 -7 14 27 -9 -1 18 -18 -20 21 -4 -5 26 -13 -11 -16 28 -10 -3 right_child=6 2 20 4 -6 12 -8 8 13 25 -12 24 -14 -15 23 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.041230506660653567 -0.047045638733922784 -0.02022562533462742 0.031867145137474719 0.020680934546514415 0.039837382698739189 -0.045717956321767762 -0.042779223399802391 -0.03955065415655188 0.032899074507395452 0.025768985942182146 -0.031755205894186497 -0.036997360567247825 0.028472483609345248 -0.046631473663501885 -0.043455233373061807 0.034936830586407501 0.046630294891804591 -0.022392370264405534 0.04046589215943365 -0.021155907269845609 -0.028760618480207362 -0.03666499601689701 -0.041180801964981029 0.027674393615394012 0.038382886555690859 -0.032717506073115903 0.03682784171213422 -0.026388261160278551 -0.031570420413468865 0.042244123467928496 leaf_weight=0.65980201224738255 0.24298238375104197 0.090486449387754297 0.20642935445721355 0.15870505064322038 0.60312144808631263 0.26923249515584757 0.4064708368241553 0.070703717093238083 0.46373758391928255 0.091269323291271576 0.13990804390596157 0.05755771723579528 0.087648258144326974 0.23755606694157894 0.42969589675703923 0.40302200869245997 0.35331950406543888 0.24675242680677911 0.18010009442514274 0.24299185654490429 0.86860155878639489 0.10422209164244123 0.16681419603355607 0.087363788876245962 0.55227406664744194 0.56708213336969493 0.045562628375591663 0.1375762814141126 0.090937406755074335 0.18041961876951973 leaf_count=183 4509 29 64 109 198 99 8131 88 543 66 200 189 43 1681 1424 207 130 54 49 54 276 28 191 35 558 727 28 417 163 74 internal_value=-0.000179646 0.00564954 -0.000734285 0.00682732 0.0156671 0.00438607 -0.0131652 -0.00771637 -0.00285597 -0.0112026 0.0196713 0.016551 -0.0274971 -0.0113233 -0.00463921 0.0238195 0.0239465 0.0128007 0.0239855 0.00507501 -0.0188463 0.00887494 -0.0110205 -0.0259087 0.0312683 -0.0246093 -0.0357586 0.0126474 0.0223295 0.0213783 internal_weight=8.44235 5.82674 4.00386 2.82461 1.89535 1.29223 2.61561 2.20914 1.96616 0.929258 1.82287 0.935351 0.356881 1.49243 1.25487 0.473726 1.68297 1.02316 0.776411 0.423092 1.17925 0.310651 0.325519 0.562622 0.609832 0.658351 0.475259 0.692251 0.554675 0.270906 internal_count=20547 3321 2651 2283 1387 1189 17226 9095 4586 896 670 1047 142 4291 2610 295 470 287 233 103 368 92 300 1487 747 793 1452 1123 706 103 is_linear=0 shrinkage=0.05 Tree=177 num_leaves=31 num_cat=0 split_feature=33 239 283 52 363 223 151 161 156 261 41 2 153 86 303 368 230 157 172 373 116 47 45 349 292 331 179 202 312 0 split_gain=0.246951 0.281739 0.259845 0.218806 0.208853 0.20084 0.190116 0.171183 0.142744 0.140384 0.134781 0.126185 0.126035 0.132232 0.123785 0.119277 0.139548 0.117044 0.110999 0.135069 0.168741 0.13289 0.109622 0.147742 0.110913 0.107585 0.106984 0.101379 0.0993131 0.0958767 threshold=0.0088348928838968294 0.014680163934826853 -0.0017697215080261228 0.0048815037589520225 0.0026802980573847894 0.006296661216765643 0.011133589316159489 0.01169412909075618 -0.0057135012466460458 0.014459361322224142 0.013753419276326896 0.015175430104136469 -0.00060641035088337947 0.030591174960136417 0.017251188866794113 0.021033319644629959 0.048199081793427474 0.0028643386904150252 0.016730480827391151 0.01773003209382296 0.004559445660561324 0.010649889707565309 0.014769241213798525 0.002266043447889388 0.0095014767721295374 0.023704494349658493 -0.007057779934257268 0.010722521226853134 0.015187221579253675 0.0082620307803154009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 5 -1 -5 -3 7 17 12 -10 -9 26 29 -14 18 27 -17 -4 25 -20 -21 -22 28 -24 -25 -7 -8 -13 -19 -6 right_child=1 2 6 4 8 14 11 10 9 -11 -12 15 13 -15 -16 16 -18 22 19 20 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.035553829979727822 -0.035009019296520318 -0.033842114504101982 -0.04360040358695548 0.047810463761511053 0.02502035737451987 -0.044067244054887052 -0.042947498923225663 -0.033848089384124619 -0.027803690837318998 0.028319003823594653 0.025890654379987822 -0.026379697908753275 0.035546018210978685 -0.042162603036160151 -0.047575772240196573 -0.042654794308815427 0.023139520996980641 0.041606579523154719 0.042061284837352005 0.037679190562016178 0.02839689696801162 -0.032274835039173159 -0.044894637679249449 0.045010118298844992 -0.023145669322751042 0.031574942311582768 0.022362647555130209 0.037150460192934713 -0.029141624104779076 -0.04956200694974678 leaf_weight=0.75258388812108057 0.72351156047716347 0.20385207260005689 0.079977127389611491 0.22721829236252222 0.067946997689432465 0.11750554502577859 0.084747686838454683 0.4213959992830496 0.65305980649100071 0.13434607772069285 0.12168232963540504 0.14515111866603536 0.4413392545793613 0.062496136830304749 0.067611541860969626 0.94352708665064688 0.088117486659029964 0.47554728250997869 0.69658001658717672 0.32870500291755889 0.13964054205098364 0.25518246323463245 0.12728472394246637 0.16818629167300969 0.092534274759600521 0.078350871172915504 0.24107237873158727 0.11067648839161848 0.055380595188580628 0.11779043914248177 leaf_count=269 4813 2100 144 87 25 663 701 2121 130 45 109 401 135 34 595 5969 56 339 330 124 151 269 173 176 46 176 117 50 162 37 internal_value=-0.000175088 -0.00583093 -0.00164456 0.0130995 0.00318359 0.0130305 -0.0104229 0.00213094 -0.0036818 -0.0182281 -0.020463 -0.0224219 0.0129283 0.025907 0.0187059 -0.0294564 -0.037035 0.0144146 0.0214792 0.0263457 0.0112155 -0.0108165 0.0194638 -0.000737321 0.0208204 -0.0138072 0.0053751 0.00110481 0.0342269 -0.0222781 internal_weight=8.223 5.76622 5.04271 2.45678 1.7042 1.88743 3.15528 1.54199 1.47698 0.787406 0.543078 1.61329 0.689573 0.503835 1.68358 1.28747 1.03164 0.99891 1.61596 1.42011 0.723528 0.394823 0.918933 0.388005 0.260721 0.195856 0.32582 0.255828 0.530928 0.185737 internal_count=20547 19785 14972 762 493 4408 10564 3270 406 175 2230 7294 231 169 2308 6476 6025 1040 1713 874 544 420 896 395 222 839 818 451 501 62 is_linear=0 shrinkage=0.05 Tree=178 num_leaves=31 num_cat=0 split_feature=57 265 336 337 160 364 17 206 13 264 357 369 288 153 172 204 381 221 182 73 135 21 44 4 335 252 261 211 119 146 split_gain=0.243728 0.205747 0.231937 0.258855 0.214206 0.206376 0.23058 0.196263 0.181358 0.176016 0.15802 0.146324 0.147947 0.126977 0.174212 0.139917 0.125627 0.133566 0.117309 0.115497 0.108887 0.105578 0.101444 0.101322 0.0998785 0.0985203 0.0918528 0.085286 0.0758451 0.0752872 threshold=0.091802194714546217 -0.031285531818866723 -0.042070699855685227 -0.018541766330599781 0.015876469202339653 0.008448639418929817 0.021953743882477287 0.028874813579022888 -0.00040163069206755603 0.011516436468809845 0.022541617043316368 0.00087018520571291458 0.015259686391800644 0.0013489198172464969 0.024533277377486232 0.019932339899241928 -0.00090486244880594302 0.023984089493751529 0.0048100305721163758 0.0034418922150507574 0.048669168725609786 0.017323739826679233 4.3799480408779352e-05 0.010160529520362617 0.040135899558663375 0.017867871560156349 0.0043319256510585555 0.018722800537943843 0.01795076206326485 0.00022677829110762107 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 13 8 6 10 11 -5 23 25 21 -13 14 22 19 17 -2 -14 -16 -8 -6 27 -7 26 -1 -12 -4 -22 -15 right_child=16 -3 3 4 7 9 20 -9 -10 -11 24 12 18 29 15 -17 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.039559848934066361 -0.031954798322833454 -0.037978473133081982 0.043946271021139488 -0.035481378130647986 0.046739095215261803 -0.038317234226935497 -0.028553897130445073 0.042202122030978083 0.040818204205356909 0.032279175641576729 0.037229023962341838 -0.040068996667673655 0.037493523759152152 0.02320601955160043 0.042560753289770395 -0.035358608175564424 -0.048671829490124309 0.024767620750191306 -0.035110878628892332 -0.036511634364067978 0.030956416081228164 -0.017445064075050389 -0.019154026765197105 0.023872625726609337 -0.050261968730886786 0.029397006905098545 -0.013299670902539602 -0.029255006031318028 -0.027749148777156913 0.049109224924903341 leaf_weight=0.98489176085149643 0.25020471036805247 0.29803366647774954 0.47600086119018692 0.096528935207970679 0.12642514484468825 0.18610909745893867 0.13200502179279272 0.14649024180289405 0.40314391979700392 0.52361112298422086 0.17373434548517241 0.68874640603462467 0.13012423281907104 0.59424835132085696 0.1528150437225122 0.26473221065316466 0.3548434253580125 0.17734360536360327 0.097187082135860692 0.066180553989397595 0.40105629623030836 0.12990379444090649 0.091934293844133208 0.10105890230533987 0.081373633865041484 0.054673139498845558 0.18647926932317205 0.043420247477115481 0.063766288248189085 0.53132472908146156 leaf_count=3348 1610 5896 326 250 23 117 375 54 211 406 71 241 79 197 66 235 5360 291 38 13 581 26 97 103 30 57 145 25 57 219 internal_value=-0.000170811 0.00269939 0.00444931 0.0121861 -0.00180102 -0.00636864 -0.0147165 -0.0123635 0.0260783 0.0150264 -0.0252892 -0.0191814 -0.0285254 0.0236405 0.011519 -0.0109008 -0.0266794 -0.00842679 0.00645147 0.018665 0.0115218 0.0142115 0.0292584 -0.0164317 -0.000231329 -0.0359332 0.0110708 0.0378271 0.0229029 0.0354336 internal_weight=8.00839 7.226 6.92796 4.03921 1.81855 2.88876 2.07798 1.31888 0.499673 0.810779 1.48115 1.17239 0.916058 2.22066 1.09508 0.483728 0.782392 0.427548 0.227311 0.218996 0.596828 0.256329 0.611355 0.287168 0.441587 1.03956 0.360214 0.519421 0.464823 1.12557 internal_count=20547 13286 7390 2100 922 5290 4664 461 461 626 3651 407 358 1178 762 314 7261 1901 117 79 1013 49 448 220 246 3405 216 351 638 416 is_linear=0 shrinkage=0.05 Tree=179 num_leaves=31 num_cat=0 split_feature=36 368 169 235 296 249 156 284 65 250 97 134 364 378 337 259 45 85 334 66 3 189 3 287 281 380 255 141 381 332 split_gain=0.233947 0.205036 0.18782 0.178275 0.172495 0.187941 0.209733 0.15139 0.164657 0.142219 0.133568 0.118916 0.11625 0.115388 0.145693 0.1139 0.114538 0.113459 0.120987 0.118268 0.10975 0.108549 0.103613 0.101412 0.0985821 0.104024 0.0976118 0.0963845 0.0943006 0.0916275 threshold=0.019673621281981472 0.024370423518121246 0.016616513021290306 -0.0031157681951299305 0.0099218375980854052 0.014444566797465088 -0.0055148617830127469 0.0018694325699470939 -0.015099557582288979 0.0052399784326553353 -0.047342946752905839 0.010470644105225803 0.0024079490685835485 0.017686239443719391 -0.020324896089732643 0.0003727791336132214 0.012255205772817137 -0.012610058300197123 0.011265692301094534 0.007169026182964445 0.013495833147317173 0.0037790280766785149 0.025799054652452472 0.008488419000059368 0.0037586542312055831 0.01247607357800007 0.024293462745845321 0.012008942663669588 0.0036826729774475102 0.014671452343463899 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 27 -5 23 11 8 13 -8 -2 -7 -4 14 -3 16 21 18 -9 -19 -18 -12 -14 29 -15 -26 -24 -1 -10 -6 right_child=10 2 12 4 5 6 9 17 28 -11 15 -13 22 24 -16 -17 20 19 -20 -21 -22 -23 26 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.031605141677832814 -0.050046592673928129 0.032946150834558874 -0.014674867120299702 0.039493328055270907 0.016812062079582284 -0.019872116485150092 -0.029714935933996718 -0.048865109319261066 0.041781162997141165 0.020149134937330102 -0.03459741013182846 0.042894824429518807 0.043295693126515579 -0.043178845918047493 -0.04115386570963174 -0.036818758500236706 0.033701982538849422 0.019169429727113482 0.034781892232195778 -0.048551187112211409 -0.037312641648854138 0.022317907405517992 -0.046194362859326411 0.038229158549283951 -0.048075736035465257 0.023008524516188289 0.043541487043129892 0.011323150902689283 -0.02787746959545527 -0.05040201158924984 leaf_weight=0.31727045824391131 0.26558251676942735 0.15443123231489153 0.20638008994319523 0.67559644509583483 0.27576549920013382 0.10147166907154315 0.5991321868050361 0.049444852997112321 0.14688054882390167 0.18782274930890708 0.1023722699992502 0.29437750790566497 0.37000180540508154 0.84241502592612938 0.11628378374007331 0.31733854947651707 0.066807885312300641 0.11663749836588966 0.34389475731222774 0.14414872536144685 0.29309345384626795 0.46111446238410281 0.073760511500040593 0.64929684572234692 0.085408659941094811 0.12950778381582495 0.051438300346489996 0.22242122233637929 0.072599977609570487 0.062127670378686162 leaf_count=179 7738 128 141 356 150 29 143 11 294 99 359 113 170 2465 240 3087 29 46 142 50 1564 1371 220 272 278 108 19 162 497 87 internal_value=-0.000166626 0.00407281 -0.00567635 0.0124337 0.0174307 0.0105618 -0.0028812 -0.0128554 -0.0213796 -0.0178139 -0.0178654 0.0268052 0.0168523 -0.0280099 0.001117 -0.0109768 -0.0020958 0.00731123 0.024267 -0.0182629 -0.0241303 0.0119777 0.0299916 0.0266685 -0.0354674 -0.00524065 -0.00932612 -0.0139133 0.0187394 0.00445356 internal_weight=7.79482 6.28852 2.90323 3.38528 2.84559 2.16999 1.1828 2.20165 1.54753 0.786955 1.50631 0.395849 0.701581 1.32805 0.270715 1.24073 0.923388 0.654126 0.39334 0.260786 0.359901 0.563487 0.495201 0.98719 1.05733 0.214916 0.125199 0.539692 0.219481 0.337893 internal_count=20547 6399 4809 1590 1249 893 384 4259 4010 242 14148 142 550 3219 368 6410 3323 249 153 96 1593 1730 409 509 2851 386 239 341 791 237 is_linear=0 shrinkage=0.05 Tree=180 num_leaves=31 num_cat=0 split_feature=57 324 303 317 207 265 346 348 337 223 283 381 103 55 79 153 197 128 179 335 267 308 78 9 372 368 254 143 108 6 split_gain=0.225464 0.201975 0.191241 0.238852 0.203821 0.153442 0.151474 0.176208 0.15566 0.127067 0.127036 0.191941 0.118238 0.148546 0.115619 0.111086 0.109994 0.109255 0.0997953 0.0990861 0.0978564 0.096264 0.0948895 0.093643 0.0939796 0.0893199 0.122165 0.119056 0.0851172 0.0829545 threshold=0.09255163744091989 0.03356436453759671 0.013992056716233494 0.019691496156156067 0.012224416248500349 -0.031720327213406556 0.016788901761174205 0.015999175608158115 -0.019313744269311425 0.012798864394426348 -0.0017697215080261228 0.0017192438244819643 0.0039379526861011991 0.016976860351860527 -0.0038099598605185743 -0.014793418347835539 0.0016376862186007204 0.003303684876300395 -0.0047357038129121056 0.023827922530472282 0.00060771880089305352 0.034272598102688796 -0.0020692299585789438 0.018860010430216793 0.089542455971241011 0.022168769501149658 0.0042512069921940574 0.03596791438758374 0.011914315633475782 0.034635454416275031 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 8 19 -1 -10 -6 17 13 29 -4 -3 -16 22 28 -8 -21 -19 -12 24 -9 26 -25 -28 -5 -2 right_child=12 15 14 18 5 -7 7 23 9 -11 11 -13 -14 -15 16 -17 -18 21 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.027064516589190048 -0.050051318759575109 -0.050318836206787301 0.038039521544626233 -0.045536260393762046 0.033988730001569233 -0.050037917518030467 0.029271914256863353 0.047444243990325624 -0.046856466905952854 0.0086578837711291882 -0.040967045877592811 -0.022837911371601665 -0.045131475421332869 -0.050075780668210113 0.030319221521410263 0.034623454755419607 -0.031194097017207531 0.041425839741242095 0.046187310661759823 -0.039910862200123749 0.023371873500548687 -0.014934948835970577 0.025709832798707945 -0.042678862235104961 -0.040281875476557073 -0.041095457047310296 -0.023894087640039016 0.036610818296000498 0.028790216225561688 0.045195600364013107 leaf_weight=0.49714646932625328 0.027743948712668387 0.04112227867153706 0.077272609931242187 0.062647095322063251 0.62609301476550183 0.092952889232037594 0.27089366960353789 0.081805797552988113 0.17480226629959394 0.25120888817400555 0.11434171864493692 0.384304405120929 0.40065061480618169 0.097555561485023645 0.079788957777054637 0.60137681732703629 0.81481434304714639 0.46253366064593138 0.42693845708345168 0.1505223328658758 0.10281522474542726 0.090602115787987714 0.10004735208531157 0.22712560894979084 0.048705834308748308 0.73984700190521835 0.16970624817804492 0.15607928899589751 0.10000939368546824 0.12986253200597275 leaf_count=306 292 33 23 124 258 1890 315 91 229 261 110 474 4588 1563 40 281 6320 183 183 147 84 79 56 32 429 1734 244 53 36 89 internal_value=-0.000164993 0.00248108 -0.000241178 0.00347744 -0.000254563 0.0125866 -0.00862343 -0.0165311 0.00805859 -0.0141209 0.0158607 0.00600693 -0.0281887 -0.00158557 -0.0206393 0.0291868 -0.0257078 0.0204497 0.0334903 0.00825034 -0.014228 0.0321941 -0.00985144 -0.0256588 0.0147056 -0.0297338 -0.0145308 0.00509297 0.000163397 0.028429 internal_weight=7.60132 6.9455 6.303 5.33113 4.74153 1.87088 2.87066 1.9475 0.923158 0.426011 1.77792 1.15183 0.655813 0.255162 0.971876 0.642499 0.894603 0.767525 0.589595 0.524231 0.253338 0.553136 0.214389 1.42327 0.130512 1.29276 0.552911 0.325786 0.162656 0.157606 internal_count=20547 14015 13701 7318 6975 3050 3925 3129 796 490 1160 902 6532 1944 6383 314 6360 428 343 546 231 262 166 2583 520 2063 329 297 160 381 is_linear=0 shrinkage=0.05 Tree=181 num_leaves=31 num_cat=0 split_feature=197 48 5 305 146 192 3 345 278 286 269 206 346 288 337 306 334 49 381 161 344 139 184 125 258 234 142 214 297 127 split_gain=0.217368 0.231355 0.215376 0.182675 0.194044 0.181281 0.172577 0.149729 0.137816 0.126389 0.168383 0.125234 0.116504 0.152712 0.111216 0.117989 0.109263 0.105473 0.103214 0.102323 0.101681 0.0958933 0.0933958 0.0893181 0.0880622 0.0978976 0.0865291 0.103475 0.0911814 0.0833888 threshold=0.0063870516605675229 0.015200023073703052 0.012459731195122005 0.014283312018960716 -0.00215512269642204 0.0063127663452178248 0.017999902367591861 -0.0010116239427588878 0.035085225477814681 0.056059813126921661 0.013942528981715442 0.0073123895563185224 0.016216997057199482 0.017012957483530048 -0.018797478638589379 0.023401127196848396 0.027785290963947776 0.0020712299738079314 0.0028765524039044981 0.0084291198290884512 0.0015553107368759813 -0.0028353933012112971 0.062331125140190131 0.042967189103364951 0.0161607014015317 0.0042369875591248283 0.01292618364095688 0.016240626573562626 0.0052549440879374751 -0.0096983630210161192 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 11 4 29 14 -5 -8 12 -6 18 -1 19 -14 -4 -16 17 24 23 -7 -3 -13 -20 -11 25 -9 28 -28 -12 -2 right_child=1 20 5 6 9 8 7 16 -10 10 26 21 13 -15 15 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.033864367742694412 0.0003163583922571104 0.0047405764152813144 0.041550166710780059 0.034591207028894976 -0.029669370680339865 -0.024092101193844834 0.034331364521857817 -0.04713791761446811 0.027778757009255414 0.041836696829667848 0.038711681949834841 -0.050194493567392695 -0.031803381723076653 0.042412476715740256 -0.019423380511309374 0.045934829612774036 -0.037804061103905454 -0.031064172395881957 0.037333979674214125 0.032883415133149844 -0.048091454821857817 0.041102683351847427 -0.03468024726079616 -0.028328531436603993 -0.036755345973454236 0.04050066556161671 0.046225031593365745 -0.050706495174659666 -0.043077248936300397 -0.035143998142286553 leaf_weight=0.066685681256786089 0.20834343025399005 0.11466585565904086 0.36877832089066942 0.50782121237716626 0.27417406568019975 0.13176197464963457 0.22914271539593745 0.036565795953720115 0.22022418123378873 0.46050463475512493 0.039420086101927154 0.029923443422376295 0.77030723174630111 0.076167539538801066 0.2183695015319248 0.10098693499639921 0.26386748556160455 0.16510878892313485 0.071531843217599089 0.19605340807720495 0.44261179490604263 0.7407884831454794 0.12148786330817529 0.050311335437982052 0.061481226354771934 0.24790030617896264 0.091280186272342689 0.039423608037395752 0.25139408171435207 0.81174634506805898 leaf_count=100 224 114 217 220 835 27 112 20 60 217 73 113 320 40 110 21 558 402 48 99 9213 519 209 19 67 121 42 29 1114 5284 internal_value=-0.000163046 -0.0070706 0.0104554 -0.00279692 -0.0113165 0.00184489 0.0108377 -0.00117594 -0.00851758 0.000772091 0.00818866 0.0318703 -0.0153245 -0.0251253 0.0228446 0.0012442 -0.0116753 0.00181538 0.0231561 0.0099827 -0.0372207 0.037558 -0.00799224 0.034926 0.0175077 0.0292354 -0.0168034 0.016988 -0.0319907 -0.0279016 internal_weight=7.40883 4.48878 2.92005 3.93151 2.41962 2.08265 1.51189 1.00407 1.39451 1.39953 1.12535 0.837398 1.17429 0.846475 0.688135 0.319356 0.774924 0.511056 0.703836 0.327815 0.557278 0.770712 0.19302 0.510816 0.345947 0.284466 0.421518 0.130704 0.290814 1.02009 internal_count=20547 18921 1626 9594 8094 894 1500 1280 546 2586 1751 732 486 360 348 131 1168 610 493 126 9327 632 257 236 208 141 1258 71 1187 5508 is_linear=0 shrinkage=0.05 Tree=182 num_leaves=31 num_cat=0 split_feature=36 368 378 273 283 158 19 206 239 226 195 89 156 359 182 302 87 25 14 69 308 250 179 231 185 9 365 90 39 43 split_gain=0.211661 0.202274 0.203361 0.184656 0.180865 0.185153 0.167286 0.152724 0.144875 0.137584 0.132664 0.131738 0.126912 0.120478 0.117085 0.109005 0.0965059 0.0946109 0.152882 0.122321 0.0914888 0.136838 0.0913553 0.0912825 0.0908962 0.111007 0.0842819 0.0836075 0.0994633 0.082055 threshold=0.022793600335717205 0.022920236922800544 0.019940244033932689 -0.012871990911662577 -0.0032298173755407329 -0.036270931363105767 0.013315138407051565 0.0098976041190326231 0.023104910738766197 0.026999363675713543 0.0030922297155484561 0.020643331110477451 0.0052022954914718875 0.0082035907544195669 -0.0052488055080175391 0.019361273385584358 0.021297273226082328 0.017679993063211445 0.0044523265678435573 0.018374937586486343 0.022675273939967159 -0.00034512639103922988 -0.0012347003794275222 0.0066931515466421851 0.017998288385570053 0.025379993952810768 0.018710227683186535 0.022153710015118126 0.044079175218939788 0.025019795633852485 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 23 11 9 27 -5 22 14 17 -14 -3 -8 -10 18 24 -19 21 -7 26 -6 25 -9 -2 -4 -29 -12 right_child=10 2 4 7 5 20 15 12 16 -11 29 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.030376413518540736 -0.036434841980155015 -0.020336462924404844 -0.044922123684498785 -0.033237948429732003 -0.023658425769183644 0.039893695834469479 0.041900207976379056 0.037340506880891786 0.035664751519444156 0.026672074963621679 -0.04790487945887139 -0.034263607980750579 0.046573109227130316 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0.084186669718292251 leaf_count=148 499 1577 821 125 61 42 211 129 186 167 10152 58 24 60 281 56 62 484 155 58 3945 84 41 30 115 71 71 225 59 550 internal_value=-0.000157901 0.00316271 -0.00480927 0.0132702 -0.0143978 -0.0248772 0.0103029 0.0170922 0.00570286 -0.0108729 -0.0222289 -0.00323685 0.022458 -0.0163331 0.00920991 0.0329815 0.0235779 0.0262893 0.0130932 0.0355145 -0.0329007 -0.0054923 -0.00149384 0.0160098 0.0241502 0.00719367 -0.0160692 -0.0218419 0.00944027 -0.039169 internal_weight=7.22007 6.27585 3.50857 2.76729 2.14659 1.41098 1.36198 2.54447 0.735608 0.409623 0.944213 0.85282 2.13485 0.1919 0.608652 0.50916 0.446108 1.94295 0.799416 1.14353 1.17951 0.242 0.424553 0.231464 0.636622 0.3526 0.304359 0.2895 0.122911 0.519659 internal_count=20547 9234 7698 1536 5515 4162 2183 1388 1353 292 11313 1916 1096 84 1858 267 248 1012 470 542 4071 126 611 91 315 200 570 1105 284 10702 is_linear=0 shrinkage=0.05 Tree=183 num_leaves=31 num_cat=0 split_feature=287 56 90 76 369 71 180 4 273 176 302 89 48 258 6 279 301 79 159 96 128 54 368 343 343 187 286 154 3 208 split_gain=0.205978 0.213788 0.179572 0.160513 0.162779 0.140098 0.200629 0.200749 0.173901 0.150126 0.137129 0.181756 0.125736 0.124459 0.123262 0.114164 0.109524 0.100298 0.0902263 0.0900206 0.088595 0.0818991 0.0817271 0.104711 0.0801121 0.0799209 0.0791497 0.0720315 0.0713406 0.108406 threshold=0.0049280356615781793 0.0087884315289556997 0.020994673483073715 -0.0095975617878139002 0.018845409154891971 0.0087445718236267584 0.073588773608207717 0.0071057209279388198 -0.0018567126826383171 0.0041231480427086362 0.015562252607196571 0.017709375359117988 0.00078652700176462542 0.022463811561465267 0.034861424937844283 0.017911236733198169 0.031247638165950779 0.0081229149363935011 0.010868473444133999 0.0070190418045967826 0.0074297615792602309 -0.025108797475695607 0.025029963813722137 0.030053279362618927 0.028510801494121555 0.011230185162276031 0.058522246778011329 -0.10820373147726058 0.017057465389370922 0.023160611279308799 decision_type=2 2 2 2 2 2 2 2 2 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 17 4 5 8 7 12 15 27 11 20 19 21 -4 28 -1 -3 -16 -7 24 -9 23 -13 -11 -12 -27 -8 -2 -30 right_child=3 2 14 -5 -6 6 9 13 -10 10 25 22 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.039637370866955408 0.038532884879599043 0.015991482385097313 -0.020382447584117041 -0.037824302121170578 -0.027852168890474267 -0.010259702257393571 -0.036685829518995385 -0.029695084231464858 0.037399776241768656 0.030234320505810361 -0.043969255798790512 -0.037064528603174544 -0.022363047857904682 -0.043025944723625448 0.039319764113759516 -0.026745181554219184 0.037436809312625614 -0.043510690436505017 -0.022321507669053577 0.048748336891052776 0.041369409356419681 0.039245593402620273 -0.046338009695413039 0.037500051038351641 -0.039640215046411874 -0.050273583727877214 0.042074700112016299 0.035936214484861666 -0.023780561025290154 0.038329565194909647 leaf_weight=0.72137286263841793 0.2142057762339391 0.096638623122089484 0.1653877110893518 0.21211648399730609 0.32157993120381423 0.11806180718122072 0.040208192740465165 0.045495336847124812 0.80294363722805406 0.077684806621618696 0.45676316996377864 0.099463550717700855 0.40974910579916468 0.053495148378715385 0.3902755906810853 0.21690607391064987 0.04923876450084208 0.26510133654210222 0.070014879238442518 0.14282342279329896 0.2303804130788194 0.81119368745567078 0.22584003570682398 0.089404754642600892 0.086914436435108655 0.038130883044686925 0.059263986909172672 0.22642753427680862 0.17889252310214943 0.11568529453143128 leaf_count=5888 67 55 1411 4482 336 32 13 107 601 37 261 21 380 397 585 237 112 3868 152 58 87 412 105 20 65 65 42 145 383 123 internal_value=-0.000154109 -0.0149756 0.000427734 0.00478683 0.00657257 0.00890811 0.00297735 0.0156697 0.0213672 -0.00932844 -0.0160368 -0.00292054 -0.00508789 0.0309642 0.0166407 0.00362796 -0.0347127 -0.0276147 0.0299435 0.0220447 0.0213534 0.0355844 -0.0260397 -0.00176783 -0.006662 -0.0352011 0.0059196 0.0249849 0.0165767 0.000611052 internal_weight=7.03166 1.75803 0.987418 5.27363 5.06151 4.73993 3.2113 1.58082 1.52863 1.63048 1.36385 0.809688 0.670634 0.910184 0.625678 0.72569 0.770612 0.36174 0.46029 0.260885 0.39498 0.856689 0.414708 0.188868 0.164599 0.554158 0.0973949 0.266636 0.508784 0.294578 internal_count=20547 12071 6071 8476 3994 3658 2247 1386 1411 861 703 335 470 916 2148 810 6000 3923 737 90 189 519 146 41 102 368 107 158 573 506 is_linear=0 shrinkage=0.05 Tree=184 num_leaves=31 num_cat=0 split_feature=34 303 322 249 248 196 347 160 290 236 45 113 247 78 179 22 356 164 127 37 303 346 189 57 319 380 51 148 136 204 split_gain=0.199976 0.17103 0.224748 0.165591 0.164761 0.158462 0.173827 0.148451 0.179713 0.145462 0.136213 0.130201 0.133324 0.126862 0.117865 0.117087 0.107891 0.105517 0.104926 0.103661 0.104632 0.0957838 0.0949803 0.105518 0.0895744 0.0869194 0.0766106 0.0765601 0.0761047 0.0722073 threshold=-0.0035509280860424037 0.012563558761030437 0.013854887802153827 0.015341036021709444 0.012337514664977791 0.0086268153972923773 0.0075479859951883563 0.016376377083361152 0.01659331098198891 0.008021496236324312 0.026553066447377208 0.023574690334498886 0.069595608860254302 0.00099083245731890223 -0.0082496306858956796 -0.025991060771048066 0.013244021683931352 -0.010697136167436836 -0.011570470407605169 -0.0079260393977165205 0.0090830721892416495 0.018622343428432945 0.014196339063346388 0.080813694745302214 0.0032655764371156697 0.025215570814907554 0.014348641037940981 0.00076134005212225031 0.015132673084735872 0.022267434746026996 decision_type=2 2 2 2 2 2 2 2 2 2 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 27 9 8 21 -7 17 12 29 19 26 22 -16 -1 28 20 -9 -5 -4 -24 -19 -8 -11 -2 -6 -3 right_child=1 4 15 7 18 6 25 13 -10 14 -12 -13 -14 -15 16 -17 -18 24 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.029362342095805988 0.032045566427595366 0.042075092395254671 0.033878313958716495 0.027616100597819937 -0.05011048858053381 -0.031169818971333991 -0.039486645999389752 -0.039539061510093926 0.041960544415720002 -0.050146132369378794 -0.035263520084736218 -0.049218187982352869 -0.033813838755546652 0.033251579427501766 0.039000685219691196 -0.040273934386984886 -0.02643680635737369 -0.026949426157624697 -0.044611218690879813 0.015202003488600012 0.010894950599993156 -0.038860245154731521 0.033703987219368375 -0.037820459364389665 0.036601260258812877 0.044264560730456551 0.02257520623380042 -0.017426135719269622 0.048621468388203137 -0.02959028337090433 leaf_weight=0.072494606349209678 0.28214372129605214 0.23703703737646697 0.66555060117661924 0.08514999256840361 0.029971874191687453 0.286571609655766 0.67401509835963225 0.51229173478350276 0.34816542654880323 0.10153840477687481 0.089138101364369393 0.10698495309316058 0.10887048998301907 0.12793118982517626 0.3331188586580538 0.075397227907160302 0.077678443551121745 0.058757813409102022 0.64868330661374807 0.16336526470877288 0.12866770422624541 0.14902007122964278 0.095629918931081193 0.11190793070272775 0.98424419240291172 0.032472018167027272 0.056295826743735233 0.1081925726693953 0.055959472044378344 0.041267296105615969 leaf_count=51 202 147 224 82 242 565 4778 95 161 753 36 697 2070 71 294 37 74 161 8808 64 57 116 23 28 429 18 22 69 43 130 internal_value=-0.000149805 -0.0070832 -0.000459998 0.0103789 -0.0227172 -0.0101618 -0.017284 -0.000624952 0.019181 -0.00212226 0.0242141 -0.000393983 0.0130972 -0.0129968 0.0125168 0.0195068 0.026627 0.0289669 -0.0377336 -0.0203528 -0.0294148 -0.0146878 0.0246692 -0.00486321 0.0330211 -0.0356372 -0.0242081 0.0183331 0.0141849 0.0314485 internal_weight=6.84851 4.12929 2.90051 2.71923 1.22877 1.95203 1.56169 1.51459 0.582335 0.855203 1.20463 0.49416 0.387175 0.932256 0.568632 0.948486 0.410797 1.1155 0.734615 0.804325 0.640959 0.23417 0.873088 0.207538 1.043 0.706487 0.157834 0.390336 0.0859313 0.278304 internal_count=20547 19224 7087 1323 12137 6775 6504 646 359 1708 677 3044 2347 287 1143 312 368 641 9093 216 152 198 275 51 590 4796 775 271 285 277 is_linear=0 shrinkage=0.05 Tree=185 num_leaves=31 num_cat=0 split_feature=223 19 283 308 265 378 178 215 65 43 323 17 373 92 200 279 247 36 368 303 309 15 330 156 341 52 140 3 355 34 split_gain=0.194124 0.184446 0.165623 0.179023 0.136753 0.128921 0.122741 0.11748 0.114258 0.116524 0.111987 0.106201 0.121197 0.11994 0.108767 0.105953 0.0969837 0.0957502 0.0937032 0.0924602 0.093793 0.0912531 0.0843611 0.0828857 0.0824256 0.0813676 0.0784707 0.0740485 0.0728274 0.0725289 threshold=0.0065766817424446353 0.01868785917758942 -0.0020190875511616464 0.026059388183057312 -0.062648624181747423 0.015765179879963401 0.003296288195997477 0.0026664530159905557 -0.028910412453114983 0.017042572610080246 -0.012343088630586861 0.01704738195985556 0.021045000292360786 0.0036352516617625956 0.02486551366746426 0.020401769317686561 0.07301266118884088 0.022347457706928257 0.02234629821032286 0.012626879382878544 -0.0088360523805022222 0.014512945897877218 0.0066003531683236369 -0.0094439475797116739 0.0054656360298395166 0.009300088509917261 0.030022853054106239 0.018481121398508552 0.0031048655509948735 -0.0024693490704521532 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 11 6 7 15 8 -1 -4 21 27 12 16 14 -13 28 24 -12 23 20 -15 -10 -21 -7 -2 -26 -8 -3 -5 -6 right_child=1 10 3 5 29 18 26 -9 9 -11 17 13 -14 19 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.046438850825857317 0.045581916145535618 0.023809201920762434 -0.0383581300496025 -0.037102298785591542 -0.00022598014034580366 0.041626768522964264 0.033946832584561423 0.022719888143246259 -0.020034707279037913 -0.022161248294444366 0.038593990576676368 -0.022032458178424537 -0.037990432881242514 -0.028822977997142479 0.040625165352591738 -0.024031521212435489 -0.047702786201865022 -0.03613175751958541 -0.036422551162523013 -0.039087784220405902 0.037888111859379625 0.036100131509862375 0.028507290524483603 -0.019007574296883191 0.025079027560633772 -0.038719037671147025 -0.023363792001833469 -0.044433053613262039 0.044218595256705927 -0.043879542455586514 leaf_weight=0.082609880419113324 0.1593793223401011 0.073973331782326568 0.2084051735146204 0.033024968995050474 0.11821782017977966 0.074619793706006021 0.40619367560611863 0.23923816194474057 0.097229629476714985 0.25022886653277965 0.64105280964213296 0.27852191468627996 0.20732565877187881 0.056375944928731769 0.092185344823519699 0.15952477275550336 0.064922076716356969 0.045940722896375519 0.86126585513284226 0.092794344697722408 0.8054867989330885 0.28346861325007922 0.091844712615966273 0.23034325151638746 0.11595381657298276 0.087836488251923583 0.070024544905209041 0.085924363943377102 0.16551159759092116 0.48764148112149985 leaf_count=53 123 53 247 284 117 69 150 570 20 75 270 63 626 9 45 97 347 90 6454 518 585 268 153 926 334 138 105 149 77 7532 internal_value=-0.000148821 0.00328135 -0.00044791 -0.00826913 -0.0213699 -0.0199318 0.00524406 0.00496867 -0.00625989 0.00434266 0.0248252 0.0103729 -0.00661215 0.0179882 -0.00645112 0.00631111 0.00858441 0.0335969 -0.027989 0.0266455 0.0335244 0.0217634 -0.00546407 -0.00417128 0.0186466 -0.00241884 0.0255197 -0.0128622 0.0306915 -0.0353617 internal_weight=6.66707 5.73936 4.89247 2.83984 0.927707 1.52429 1.31555 0.321848 0.839332 0.630927 0.846891 2.05263 0.635417 1.41721 0.370707 0.358061 0.428092 0.686994 1.16623 1.0465 0.861863 0.380698 0.184639 0.304963 0.36317 0.20379 0.476218 0.159898 0.198537 0.605859 internal_count=20547 12275 11713 8772 8272 7907 865 623 610 363 562 2941 1568 1373 108 458 942 360 7449 1265 594 288 671 995 595 472 255 202 361 7649 is_linear=0 shrinkage=0.05 Tree=186 num_leaves=31 num_cat=0 split_feature=168 41 247 277 178 119 283 120 199 194 301 154 88 12 153 122 107 16 156 314 346 332 47 198 324 248 324 369 302 223 split_gain=0.189375 0.178562 0.140994 0.139488 0.128235 0.146782 0.147925 0.121741 0.107608 0.133408 0.107449 0.104069 0.101303 0.100848 0.0944914 0.0913951 0.0906657 0.0892459 0.0889312 0.0863886 0.0860679 0.08416 0.0826111 0.087236 0.0813139 0.0808087 0.0789035 0.0913547 0.0785833 0.076635 threshold=0.032579319551587112 0.015094775706529619 0.074891038239002242 0.012886685784906151 0.0087182172574102896 0.015205929521471264 -5.2079818487982259e-05 0.0049253366887569436 0.023125024512410167 0.049115207046270377 0.029156347736716274 -0.10432961210608481 0.0024003727594390516 0.0022586538689211015 0.0023580740671604876 0.013210469856858255 -0.051025386899709695 0.010844163130968811 -0.0024056098191067572 0.014838089700788261 0.029380132444202903 0.0032860687933862214 0.01099437288939953 0.011170580983161928 0.032645864412188537 0.019588425755500797 0.024206536822021011 0.0054637028370052585 0.0098959836177527922 0.0065766817424446353 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 29 24 11 17 12 -5 -8 18 22 -4 -6 -10 28 -11 -13 -7 -9 -24 -3 -23 27 -16 -14 -1 right_child=-2 7 15 8 16 21 10 14 9 19 -12 20 13 -15 26 -17 -18 -19 -20 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.023344659272595419 -0.039569337547662953 -0.029377963565826407 -0.044604839592634102 -0.05018051475425437 -0.046898611613123031 0.016685245274493103 0.035015509672299057 0.044241673080472541 -0.028970135598995302 -0.032595871398767233 0.049840257315809385 0.023302319448546268 -0.047337027021062107 -0.037417443316396987 0.04335744745562381 0.0077040443246321096 0.040863637362999299 0.033332847876130868 -0.050498470307712311 0.032709952137103225 -0.0484528482198529 -0.039526476436157011 -0.031299164599505935 0.018194804062004001 0.037306741854242015 0.018618320325160684 0.048754275261374741 -0.013311692584709045 0.035052031062765818 0.027602744848663874 leaf_weight=0.080868056037616487 0.29097816751800554 0.19843122064594343 0.30940462933540391 0.068333940429511131 0.032102516015584115 0.12333143109572109 0.096557643244523428 0.11022819463323663 0.087263889005953166 0.86442489527780708 0.076549217947103898 0.40969698926710396 0.035351531289052218 0.35245399082214135 0.14137067382944224 0.11437288525121403 0.35329261549304636 0.16840390202196431 0.057808015822047309 0.053791086405908572 0.046537165022527915 0.36725256259796879 0.16932867968262144 0.18773592754496349 0.05939849447531742 0.071367433693012572 0.432460732619802 0.14311063138302416 0.15963348649347608 0.84585494658495008 leaf_count=374 6353 76 6751 896 31 61 35 72 364 1674 28 377 7 927 48 204 233 81 133 21 44 399 140 145 39 90 227 53 107 557 internal_value=-0.000144718 0.00170058 -0.00295641 -0.000274888 0.00688911 0.00235621 0.00966011 0.0171198 -0.0114627 -0.0198758 -0.00640949 0.00736415 -0.0125449 -0.0201324 0.0238985 -0.0304872 0.0335532 0.0120677 0.00396698 -0.0287701 0.0159831 -0.0198053 0.00640423 -0.00527643 -0.0140152 -0.0300658 0.035301 0.0148496 0.0201146 0.023157 internal_weight=6.5077 6.21672 4.77465 4.35088 2.65242 2.26703 1.70508 1.44206 1.69845 1.17388 0.778354 0.524568 0.701805 0.605247 1.18423 0.423778 0.385395 0.255668 0.252793 0.918216 0.456234 0.561951 0.467293 0.357065 0.25783 0.43862 0.716942 0.284481 0.194985 0.926723 internal_count=20547 14194 13394 6439 2982 2718 2168 800 3457 2140 1237 1317 1209 1174 685 6955 264 445 247 1695 421 550 357 285 115 489 328 101 114 931 is_linear=0 shrinkage=0.05 Tree=187 num_leaves=31 num_cat=0 split_feature=57 265 180 305 337 272 283 158 199 146 40 204 120 227 334 238 173 68 133 103 55 276 8 327 177 36 290 359 45 36 split_gain=0.183792 0.163437 0.178993 0.203378 0.219986 0.179494 0.157531 0.156061 0.144729 0.13243 0.124451 0.121508 0.121041 0.119121 0.101417 0.0987783 0.0965655 0.103322 0.0965312 0.0928066 0.117427 0.0902054 0.0881654 0.0837793 0.0768824 0.0715934 0.0713587 0.0710243 0.0696417 0.0696143 threshold=0.09255163744091989 -0.031285531818866723 0.073588773608207717 0.016462686471641067 -0.019121013581752774 0.013172403443604709 -0.0057584720198065034 -0.028212304227054116 0.023195040412247184 0.0023795664310455327 0.0083716036751866358 0.012167768552899362 0.027850112877786163 0.01145996665582061 0.023683061823248867 -0.0085515701211988909 -0.0064424108713865271 0.014730284921824934 0.013915974181145431 0.0039379526861011991 0.016976860351860527 0.0026638539275154476 0.018787861801683906 0.022219880484044555 0.0099034081213176268 0.030014041811227802 0.022886429913342003 0.044881053268909461 0.0087788701057434099 0.027475353330373768 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 6 -5 16 11 12 9 21 15 -4 -7 -12 25 -9 17 -1 -10 20 -2 -8 -19 -20 -25 -6 -23 -15 -16 -13 right_child=19 -3 3 4 14 7 8 10 18 -11 13 29 -14 27 28 -17 -18 22 23 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.043178692275475085 0.027458661001966818 -0.03813529768679317 -0.038174302070812939 0.035007605786191241 0.032175640791874113 0.037061584446662847 0.019781065927305715 0.04920863000169174 0.019181850103913087 0.031215568383055649 -0.040096491870472969 0.041533218365563791 -0.048566848236854344 0.046564688991997137 0.0093117111716453337 -0.031595507523321249 0.04076108583077831 -0.044615466653014607 -0.035381360318896708 -0.044806237198176856 -0.05006216371345476 -0.046009281036827415 0.027493788090312318 0.024451294940490361 -0.048138514569724372 -0.050228410155468119 0.030501189921299732 -0.022950915449694888 -0.047338616090535614 -0.050098272537631154 leaf_weight=0.11797780241704459 0.12839480849652307 0.23808516153849257 0.073181788553484117 0.59626835128801758 0.14812411356615462 0.36612518868423649 0.11504547000913623 0.041078763324549072 0.10781942081484874 0.24920919630767457 0.07408973572182731 0.25797349905769806 0.04651305649895221 0.18510903624155617 0.076055803851886594 0.47692329373603548 0.71041279658311418 0.11091329048394982 1.0638431882966868 0.32688790648762733 0.078852112269487407 0.19860947759207193 0.068611500762017386 0.11925505263297953 0.052550309612342971 0.032063872840808472 0.035998878709506243 0.045843460955438786 0.18922437928085856 0.022538511150742124 leaf_count=136 381 6125 13 785 49 219 289 25 80 171 71 237 6 78 63 571 519 55 3806 4588 1563 123 82 60 54 75 11 57 101 154 internal_value=-0.00014137 0.002435 0.00416562 -0.00317551 0.0151478 0.0150869 -0.011489 0.00231422 -0.0170778 0.00336481 -0.0102674 0.0192021 0.0274094 0.0150689 -0.011435 -0.0251876 0.0307459 0.00683042 -0.0261903 -0.0282112 -0.00203601 -0.0164853 -0.0170565 -0.0301493 0.00224816 0.0175121 -0.0342693 0.032766 -0.031097 0.0341708 internal_weight=6.35358 5.81944 5.58136 3.33776 1.04174 2.2436 2.29602 1.23568 1.94233 0.598863 0.823044 0.353694 0.412638 0.305042 0.445468 0.518002 1.00792 0.297503 1.34347 0.534135 0.207247 0.349654 0.179525 1.23565 0.171805 0.180188 0.234608 0.230952 0.26528 0.280512 internal_count=20547 14015 7890 6071 1073 1819 4998 1027 4594 594 802 404 225 206 288 596 792 273 4000 6532 1944 423 137 3920 114 124 134 135 164 391 is_linear=0 shrinkage=0.05 Tree=188 num_leaves=31 num_cat=0 split_feature=36 368 169 143 154 273 82 162 346 361 284 65 222 238 378 337 318 364 263 315 85 66 19 140 89 316 38 21 106 283 split_gain=0.178466 0.150538 0.145366 0.140083 0.156811 0.130389 0.12696 0.118223 0.142125 0.11696 0.111792 0.120715 0.102076 0.105489 0.0934944 0.113194 0.0933804 0.0917016 0.0907506 0.0894881 0.0844234 0.0908049 0.0841105 0.0824117 0.0834955 0.077065 0.0756743 0.0756103 0.0740348 0.126535 threshold=0.019673621281981472 0.024370423518121246 0.016616513021290306 0.040802830830216415 -0.082144115120172487 -0.011448777280747889 0.0074914086144417533 0.01233446365222335 0.018801379017531875 0.0062278991099447021 0.0018694325699470939 -0.015099557582288979 0.021741794422268871 0.0069601137656718501 0.017686239443719391 -0.020324896089732643 0.035737419500947006 0.0024079490685835485 0.012328080367296936 0.0059104294050484904 -0.012610058300197123 0.007169026182964445 0.0070447463076561698 0.038331350311636932 0.022556989453732971 0.0176303880289197 -0.0017946536536328492 0.033959228545427329 0.0022410342935472731 -0.00080848732613958408 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 -1 9 -8 -9 19 11 14 16 18 15 -3 -2 -4 -14 -6 22 -22 -12 24 -7 -18 -19 -20 29 -16 right_child=12 2 17 -5 6 23 7 8 -10 -11 20 -13 13 -15 28 -17 25 26 27 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.026996729164105688 -0.043152271554833616 0.032482642060381033 -0.014430978164421441 0.035383947966955952 -0.020053933618116759 0.040581081600968766 -0.040364141246269157 0.045250904109489926 -0.025991647193108661 0.045488265954199462 -0.033168230809450729 0.01815705182091696 -0.030790178203158949 -0.040337580729394251 0.039870918567039108 -0.040390136167519422 0.038178285092230577 -0.022638139023107642 0.028207286063438055 0.03583076733516842 0.018312208896982856 -0.048263837111004806 0.035584022185064797 -0.016617505178862013 -0.0018199467919221568 -0.043972131744445364 0.039174391816126995 -0.050160277445605785 -0.041892310834614754 -0.050208015574496792 leaf_weight=0.12432648406138502 0.4526480915696991 0.12730714947429078 0.16509574500014412 0.51791823395888048 0.25534230974244565 0.64673119511462585 0.35242149108671583 0.11719726503361017 0.17385435374126246 0.17587230062963499 0.05390287164664187 0.17137769535384029 0.11300699262119451 0.14704401530616451 0.080606896388417226 0.091652973729651199 0.073799152057745232 0.058147146653027448 0.32007460871045623 0.099566638031319599 0.094564230076684797 0.11173198242886428 0.25461805307531904 0.093758653574695927 0.14150945615256205 0.046558661094877607 0.33352996235953469 0.034053106734972971 0.6771015778626861 0.075501969300603378 leaf_count=104 11610 128 141 265 77 280 60 40 40 95 65 791 256 611 24 240 214 122 294 47 46 50 88 539 43 1102 287 61 2764 63 internal_value=-0.000140163 0.00400246 -0.00541085 0.0120087 0.00645675 0.0209406 -0.00595579 -0.0208877 0.00269547 0.0121464 -0.0125323 -0.020757 -0.0175652 -0.00340387 -0.0270953 0.00197934 -0.0327441 0.0168237 0.00822208 -0.00437596 0.00701518 -0.017746 0.0235721 0.0276978 0.032969 0.0063996 0.0299979 0.0206714 -0.0347359 -0.00369571 internal_weight=6.18082 4.99364 2.29514 2.6985 2.18058 1.00633 1.17425 0.643473 0.291052 0.530781 1.73837 1.22355 1.18718 0.614179 1.05217 0.21896 0.573006 0.556773 0.467135 0.354909 0.514817 0.206296 0.308521 0.881999 0.788241 0.120358 0.391677 0.354128 0.83321 0.156109 internal_count=20547 6399 4809 1590 1325 966 359 140 80 219 4259 4010 14148 1222 3219 368 12926 550 611 124 249 96 153 862 323 1316 409 355 2851 87 is_linear=0 shrinkage=0.05 Tree=189 num_leaves=31 num_cat=0 split_feature=290 322 45 160 379 113 18 133 259 248 55 64 1 166 3 162 331 287 121 303 180 78 33 134 49 67 313 71 196 90 split_gain=0.175925 0.224459 0.166112 0.148857 0.165281 0.150454 0.178146 0.143637 0.114998 0.115628 0.107969 0.0979603 0.0896552 0.100246 0.0865175 0.0860275 0.0859661 0.0936994 0.081761 0.0812964 0.0787543 0.0811815 0.0886842 0.0769399 0.0745011 0.0746094 0.0730417 0.0690003 0.0705303 0.0688091 threshold=0.011447218712419273 0.012465771287679674 0.011840653605759146 0.019229420460760597 0.019582887180149559 0.02147122006863356 0.018587987869977955 0.014998208731412889 0.0018897976260632279 0.013371659908443691 0.022691320627927784 -1.0000000180025095e-35 -0.011308286804705856 0.015558293089270593 0.019063331186771396 0.010087335482239725 0.025710311718285087 0.019397221505641941 0.0072004026733338842 0.012256936635822059 0.076671991497278227 -0.006504060933366417 0.010461403988301756 0.0022641178220510487 -0.0074328954797238103 0.060325926169753082 0.023770991712808612 0.011792552191764118 0.013553982134908439 0.024545314721763137 decision_type=2 2 2 2 2 2 2 2 2 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 18 5 7 6 12 14 9 23 -4 -9 -2 20 -5 -15 17 26 -3 27 -14 22 -22 -6 25 -1 -7 -11 -29 -13 right_child=3 2 10 4 8 16 -8 11 -10 19 -12 29 13 15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.043446504776193023 -0.019187730653325408 0.039436766107154658 -0.032330165916308475 0.039885537169284661 -0.05032736522444841 -0.038483012786645336 -0.037446659565530248 0.034649714733968384 -0.036786539077568084 0.034006491801862923 0.031122309882555311 -0.037101642017857185 0.043590273385975459 -0.025144968762937162 -0.019883591024641885 0.027465647986408527 0.02900610059435901 0.031653189105614314 -0.016391805866247791 -0.045462922485573591 0.039352249412146489 0.033891149230616056 -0.045724334904748309 0.04102792656875958 -0.034578296190830728 -0.037399593345047243 0.032034911665433506 0.026546528972786389 -0.047308695099734788 0.01578596318879151 leaf_weight=0.065305382962833169 0.10460567499239903 0.33005533507457585 0.28899985869384182 0.14775545740576468 0.024467151057251502 0.31005877393818071 0.12044169670161853 0.058399941046445414 0.10949061425344553 0.14619233198391157 0.087290840434434358 0.70742720435328044 0.84301952656505841 0.14281614285073363 0.10258253236406745 0.17042397886780236 0.11718157830910059 0.074333428590762196 0.0818418124758864 0.085273505967961682 0.047680678369943053 0.22598758509366235 0.085664703873135295 0.39722390345923486 0.85737141162098851 0.050686853459410486 0.041653943385881576 0.056323297612834722 0.075871818757150322 0.067356087456573732 leaf_count=40 61 328 252 44 19 962 1342 141 477 73 44 2951 496 120 67 242 224 23 355 330 21 130 55 213 11132 84 164 19 28 110 internal_value=-0.000138111 -0.0134295 0.00640464 0.00535513 -0.00468451 0.0140518 0.0212211 -0.0178181 0.0112183 0.017911 -0.0176106 -0.0277969 0.0255823 0.0286723 0.0153936 0.00347879 -0.00892028 -0.0193517 0.0283439 -0.00274845 0.0352358 0.0156355 -0.0153033 0.0357274 -0.0294903 0.00811798 -0.0301315 0.0103355 -0.0158418 -0.0325038 internal_weight=6.02378 1.76155 0.788188 4.26223 1.97836 2.28387 1.74064 1.08352 0.894843 0.785352 0.376291 0.833183 1.6202 1.51559 0.250338 0.31324 0.543228 0.426046 0.411897 0.363661 1.20235 0.359333 0.133345 0.421691 0.973364 0.115992 0.351713 0.278387 0.132195 0.774783 internal_count=20547 12235 979 8312 4472 3840 2467 3313 1159 682 296 3202 1125 1064 111 362 1373 1149 683 450 702 206 76 232 11256 124 1126 120 47 3061 is_linear=0 shrinkage=0.05 Tree=190 num_leaves=31 num_cat=0 split_feature=342 197 5 3 269 154 60 49 345 357 277 146 327 4 364 249 179 362 282 206 92 82 336 378 57 323 367 191 140 372 split_gain=0.168171 0.148 0.182928 0.154316 0.164255 0.147877 0.163374 0.145595 0.116525 0.128204 0.115085 0.111529 0.100639 0.102411 0.100515 0.0968372 0.0957534 0.0946585 0.085135 0.0838675 0.0800216 0.0766897 0.136455 0.0739925 0.0717222 0.0710481 0.0694009 0.0960256 0.067138 0.0645651 threshold=0.025953212752938274 0.0063870516605675229 0.012459731195122005 0.018733521923422817 0.015547599643468859 -0.083753194659948335 0.021199238486588005 0.0020712299738079314 0.010260247625410559 0.013286367058753969 0.0072537790983915338 0.0073255777824670085 0.019855603575706485 0.008387374226003887 0.00076929194619879137 0.011110276915133001 -0.0082496306858956796 0.0071017534937709579 0.0060765717644244441 0.0073123895563185224 0.019421990960836414 0.0076301696244627246 -0.036593480035662644 0.028942190110683445 0.077690135687589659 -0.013304225169122217 0.0074438138399273166 0.0084845526143908518 0.024845492094755176 0.063327267765998854 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 19 4 17 14 15 8 9 -5 -6 -12 -9 -14 -4 -7 28 -3 -10 -1 -18 22 -17 -15 -13 -8 27 -19 -11 -21 right_child=-2 3 5 7 10 6 25 12 18 16 11 24 13 23 -16 21 20 26 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030451402089510655 -0.042267485569095792 -0.018272442409413378 -0.024114377133992906 -0.021276097506142573 0.043375904013294067 0.019917412755381048 -0.021683702442994515 -0.036940725597607207 0.026919087275015782 0.017312015425088378 -0.042318900215586396 0.043313646970473303 -0.039342005326596097 0.046304396025301446 0.033340669765287066 -0.028838433421781148 0.037498651707803823 -0.049482547736217221 -0.042951156351899174 -0.027189941188536002 -0.02245737642020668 -0.038044142614533601 0.047978690107708194 -0.050176416671998951 -0.043580662571850372 0.045561796280963518 0.042626889383350741 0.029011922685676924 -0.045438017060852848 0.043393483440693978 leaf_weight=0.046520813753886947 0.22763125453593591 0.11222291927424544 0.091391385281895166 0.28675864708566245 0.073123780645346415 0.14029044555172687 0.051022445341004641 0.71721721047742892 0.053741315061415662 0.086449445155267313 0.27265095215307156 0.078120456775650382 0.092323500959537341 0.11076417667845817 0.45564817281501746 0.1799905677426068 0.43302191882321495 0.054732838314521359 0.23098279178248049 0.034404820232339262 0.063859337025860441 0.45143736612499197 0.085165499309368897 0.024216965400682966 0.034118510033295024 0.17066726363736962 0.43445211954986007 0.1352262570626408 0.084089422013221338 0.55574377503398864 leaf_count=47 4640 112 58 737 82 70 48 8893 49 136 1141 18 284 74 248 111 180 25 1639 112 186 127 39 174 142 73 241 67 437 357 internal_value=-0.000133001 0.00156745 0.0114645 -0.00506061 0.00938679 0.00256671 -0.0081731 -0.0129654 -0.00169185 0.00668457 -0.0141256 -0.0250501 -0.0277526 0.00123867 0.0237419 -0.0180711 0.0186979 0.024006 -0.0297632 0.0341835 0.0297931 -0.0255083 -0.00416554 0.0289948 0.0168994 0.0300851 0.0316045 0.00639534 -0.0136288 0.0392786 internal_weight=5.86799 5.64036 2.26228 3.37807 1.19465 1.62561 1.07857 2.18342 1.2389 0.954179 0.458014 0.38489 0.944522 0.227305 0.54704 0.856884 0.66742 0.736634 0.284724 0.636669 0.496881 0.716593 0.265156 0.134981 0.112239 0.22169 0.624411 0.189959 0.170539 0.590149 internal_count=20547 15907 1290 14617 1828 774 468 12789 3364 1676 1383 1301 9425 532 306 347 939 445 1688 516 366 277 150 248 160 121 333 92 573 469 is_linear=0 shrinkage=0.05 Tree=191 num_leaves=31 num_cat=0 split_feature=36 368 65 57 25 236 69 6 300 181 92 18 143 211 229 106 283 139 154 82 338 367 89 25 308 103 137 355 165 280 split_gain=0.164503 0.15492 0.147085 0.172821 0.135392 0.112215 0.104428 0.103553 0.10327 0.0980794 0.111768 0.0994067 0.0978502 0.0974826 0.0966501 0.0903801 0.0953911 0.0878467 0.125039 0.0908764 0.0832993 0.0813697 0.0804229 0.0749524 0.0745641 0.0719989 0.0696114 0.0662652 0.0648524 0.0647637 threshold=0.022793600335717205 0.027173277921974662 -0.018860941752791401 0.071090456098318114 0.017795394174754623 -0.0014115160447545347 0.019387674517929557 0.034635454416275031 0.0040747274179011592 0.032516259700059898 0.0048422869294881829 0.019206402823328975 0.041306991130113609 0.0021406848682090644 0.0079303872771561163 0.0026837438344955449 0.0039750251453369865 0.014463552273809912 -0.082144115120172487 0.00082091710646636795 0.0040500513277947911 0.0087052336893975752 0.022377292625606063 0.008796553127467634 0.034945916384458549 0.015166277531534435 0.011933301575481893 0.0023637344129383568 0.0040703159756958493 0.0097072785720229166 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -6 9 28 25 10 14 24 17 -14 -7 16 21 -1 23 -20 -17 -5 -9 -19 -12 27 -23 -2 -4 -27 right_child=8 2 7 15 5 6 -8 22 -10 -11 11 -13 13 -15 -16 20 -18 18 19 -21 -22 26 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.031618348423586316 -0.05008529317118781 0.030696054108116856 0.047191332465392845 0.043977199163821194 -0.048417769726614469 -0.020482486716100472 -0.034343313135899944 0.036354654317149133 -0.04646950828097323 0.039260111977326637 0.0341865023703345 -0.050160489316560586 -0.033003423575996033 0.040969183423486766 0.038599916583496485 0.0032799753677939993 -0.048120765174021779 -0.033489938058912719 0.032278985705107656 -0.025277351285205675 -0.044943420351316765 0.045744814895126072 -0.023855447503527329 0.036095615378253808 -0.018688037299893139 0.037573546960598954 -0.039295791552955539 0.0010856038234116228 -0.043653036868474403 -0.017840364769158613 leaf_weight=0.3129439722215468 0.13357144987594427 0.14993077938106558 0.024301074735376349 0.10732671435107477 0.061854672188928927 0.30945746556244491 0.084377261163808837 0.31761542322783498 0.27392269178153583 0.59130631168500247 0.69681096566455381 0.041669567776352778 0.056958484778078744 0.20423297073466529 0.089163044904125854 0.10639352561702253 0.091528601782556507 0.045761791960103437 0.082255229412112385 0.41254383110208437 0.56564989656271791 0.033210243470421119 0.067192966926086228 0.25069608626108675 0.073732491116970778 0.12135881862013775 0.087377098710021528 0.12020228418396073 0.10255412062224423 0.093235308778730541 leaf_count=1737 503 64 37 46 72 85 212 241 10141 369 399 326 24 92 45 156 60 16 25 84 2654 40 26 96 125 32 38 385 2165 252 internal_value=-0.000128384 0.00315271 -0.00934979 -0.0193355 0.00938962 0.0178502 0.0200229 0.0129262 -0.022083 0.0225684 0.0144171 0.0250592 -0.00268331 0.0248378 -0.00726699 -0.0269012 -0.00500514 -0.00919326 -0.000324079 -0.0157092 -0.037309 0.0123098 0.0258411 0.0253543 0.029127 -0.00782066 -0.0158753 -0.0258477 -0.0262504 0.0134977 internal_weight=5.70914 4.96684 1.65308 1.14142 3.31376 1.94837 1.88652 0.511664 0.742291 1.80214 1.21083 0.812213 1.36539 0.261191 0.398621 0.991486 0.319443 1.1042 0.791257 0.494799 0.672043 0.227914 0.384808 0.296458 0.770543 0.468368 0.120587 0.253774 0.126855 0.214594 internal_count=20547 9234 5527 3058 3707 1633 1561 2469 11313 1349 980 850 2074 116 130 2994 184 1958 221 109 2810 124 267 112 524 1172 78 888 2202 284 is_linear=0 shrinkage=0.05 Tree=192 num_leaves=31 num_cat=0 split_feature=57 287 17 48 128 47 78 337 204 25 353 378 316 178 208 42 103 55 286 365 346 232 372 262 115 132 283 85 179 281 split_gain=0.160085 0.141243 0.158846 0.135186 0.12195 0.133611 0.167721 0.117254 0.110356 0.108212 0.103775 0.0955847 0.0939732 0.0878971 0.0840129 0.0803938 0.0777653 0.0978574 0.0771222 0.0762255 0.0747066 0.0739611 0.070704 0.0851945 0.0698842 0.0690611 0.0688481 0.0663329 0.0744347 0.0641941 threshold=0.09255163744091989 0.014418117236346008 0.024221471510827545 0.014022891875356438 0.011027515400201084 0.0070294565521180638 -0.00054058205569162954 -0.018999318592250344 0.015203893184661867 0.01648458652198315 -0.0075405878014862529 0.02778663951903582 0.021837779320776466 0.010299432557076217 0.018390242941677574 0.018565078265964988 0.0039379526861011991 0.016976860351860527 0.048010559752583511 0.012079645879566671 0.026958512142300609 0.027773929759860042 0.078946840018033995 0.010402595158666374 0.022296153008937839 0.018502007238566879 -0.007200380088761448 -0.0074316661339253179 -0.01588072162121534 -0.021838689222931858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 21 13 27 -9 29 -6 15 20 -7 -12 18 17 -2 -4 -17 -11 -1 23 -16 -22 -8 -5 28 -3 -10 right_child=16 7 11 26 10 6 25 8 9 12 14 -13 -14 -15 22 19 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.01734119996805868 0.026111375379545929 -0.02568985355246476 -0.050465898258682529 0.021382835395516431 -0.030818256593974958 -0.033782142733933505 0.023310282730797188 0.034463758956815006 0.030351053387357087 0.047763281377331192 -0.01395590825846324 -0.033948923492436216 -0.03296257583252523 0.049109482540794426 -0.049067080883379237 0.035006833710330053 -0.044486345752243195 -0.050056135611666844 0.038365177475199311 -0.04868685934516255 0.027323996327654851 0.035006680755351821 0.034246572911000535 0.044412412492393444 -0.050294556024274066 -0.018691042854683575 -0.048444613063535161 -0.0022995856193558407 0.041019636912913326 -0.044882873578284056 leaf_weight=0.10129664127271221 0.11231159587168793 0.045115881292076665 0.025768616094410279 0.040585380565972051 0.12969998887547274 0.9073875561330168 0.25677899662377957 0.19453222777792667 0.032788510841783136 0.14688934991318092 0.16506317252697023 0.077036538566062518 0.099909764482617902 0.033149467123621434 0.060815200140950765 0.04720723169930352 0.28469823819841622 0.067520783208237845 0.47165943344498373 0.064208540443360107 0.068434482814154762 0.20209279339997011 0.49034134096746129 0.040675521076991572 0.050324471041676588 0.15814554817097815 0.27108520329056729 0.13719496116391383 0.57166408461307583 0.20962487951146613 leaf_count=228 381 39 59 183 1702 1507 279 111 10 76 396 585 69 24 478 80 4588 1563 312 17 47 147 299 34 17 142 6581 46 390 157 internal_value=-0.000127147 0.00243259 -0.00308281 -0.00827002 -0.00446429 -0.0124652 -0.0191786 0.0149873 0.00168523 -0.0088029 0.0105056 0.0185251 0.00837484 -0.0308606 0.0175868 0.0251646 -0.0282272 -0.00248687 0.0337634 -0.0132256 0.0239218 0.0175286 0.0263841 -0.0116023 -0.0055671 0.00730178 -0.0393518 0.0291455 0.03614 -0.0347068 internal_weight=5.56401 5.09948 3.543 2.85712 2.54545 1.65885 1.35546 1.55648 0.802504 0.607971 0.886595 0.68588 0.365558 0.940537 0.756895 0.608844 0.464531 0.179832 0.497428 0.111416 0.265648 0.303389 0.591832 0.101491 0.118759 0.414925 0.311671 0.753975 0.61678 0.242413 internal_count=20547 14015 13053 12000 5236 2327 1952 962 487 376 2909 1053 209 1531 1207 468 6532 1944 371 97 140 375 811 512 64 421 6764 475 429 167 is_linear=0 shrinkage=0.05 Tree=193 num_leaves=31 num_cat=0 split_feature=33 239 222 296 18 52 259 363 302 166 156 139 106 206 86 275 153 260 214 23 279 45 303 258 302 0 122 168 42 238 split_gain=0.154263 0.166566 0.146764 0.183708 0.158281 0.139046 0.135418 0.135127 0.12004 0.0982177 0.096136 0.0881356 0.11998 0.0978152 0.0881134 0.0866162 0.0788848 0.0854929 0.0786298 0.072267 0.0757566 0.0666121 0.0665002 0.0646286 0.0600441 0.059501 0.0578388 0.0532924 0.0508941 0.0503145 threshold=0.0088348928838968294 0.014255861751735212 0.020962226204574112 0.013753273990005256 0.018306581303477291 0.0048815037589520225 0.0012109458912163975 0.0026802980573847894 0.01233433047309518 0.017432880587875847 -0.0057135012466460458 0.015722160227596763 0.012360694352537395 0.014749459922313692 0.010939334519207479 0.011645507998764517 -0.00060641035088337947 0.011855626944452526 0.013221989385783674 -0.0078443982638418657 0.0029626593459397559 0.014068386051803829 0.017360573634505275 0.018239965662360195 0.018700337968766693 0.0082620307803154009 0.017525397241115574 0.02459368854761124 0.026066321879625324 -0.0057134437374770633 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 29 3 4 9 23 11 -7 22 15 16 12 13 -4 -12 -3 25 -18 24 27 -21 -15 -5 -1 -17 -9 -11 -10 -13 -2 right_child=1 2 6 8 -6 7 -8 10 19 26 14 28 -14 21 -16 18 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.040766925376797852 0.0061748362848759956 0.038327900772842219 -0.043608915969754858 0.015235931328332739 -0.040835058720181436 0.047561238381956611 -0.05018310727434494 0.022537195947246253 0.044292800974131463 -0.047287390397001187 0.022496766729118173 0.042864406481113879 -0.04752681580675755 0.037860295136777064 -0.028539220945214695 0.02708254115404022 0.039050450610542749 -0.022681336428136828 -0.029565311700001873 0.034804051697116777 -0.036551300402958349 -0.015631551102468763 -0.050160170251171865 -0.018455206534555138 -0.050299298251956337 -0.049277030923732902 0.049374222834353339 -0.050091492664072618 -0.003881011790651714 -0.041152602455821946 leaf_weight=0.44894189645128779 0.065785341789705853 0.38021619374012583 0.058164536544609069 0.26872903193134312 0.14750826787394544 0.14790596003876977 0.075796403479671426 0.047207027077092678 0.053298683038974892 0.086915340894393012 0.10590143327135604 0.37215443325112574 0.089650727980369993 0.27297998211497543 0.41991465883256751 0.25046544540691684 0.26061265368480235 0.071465677378000692 0.11664749380770445 0.038842006981212429 0.87826669061905704 0.073969723662230535 0.045448534512615879 0.051335482306967606 0.027856896859248081 0.07414567232990521 0.018828201285032264 0.020789130830507929 0.069027896748593776 0.38370877734450948 leaf_count=231 48 259 75 325 4004 87 330 25 39 370 52 192 209 238 123 247 117 52 375 104 7813 67 248 38 61 37 11 445 40 4285 internal_value=-0.000125762 -0.00564837 -0.0018088 -0.00870403 0.00710043 0.0127526 0.0140966 0.00301586 -0.0211556 0.015127 -0.0037123 0.0193022 0.00481347 0.0163962 -0.0182604 0.0212932 0.0131582 0.0257653 0.0048949 -0.0296919 -0.0335292 0.0264558 0.00577581 0.0346899 0.0193375 -0.0213408 -0.0300763 0.0178085 0.0355506 -0.034226 internal_weight=5.42248 3.79505 3.34556 2.33381 1.02844 1.62743 1.01174 1.12715 1.30537 0.88093 0.979247 0.935947 0.494765 0.405114 0.525816 0.775186 0.453431 0.332078 0.39497 0.991197 0.917109 0.34695 0.314178 0.500277 0.278322 0.121353 0.105744 0.0740878 0.441182 0.449494 internal_count=20547 19785 15452 14301 5327 762 1151 493 8974 1323 406 821 589 380 175 942 231 169 683 8401 7917 305 573 269 308 62 381 484 232 4333 is_linear=0 shrinkage=0.05 Tree=194 num_leaves=31 num_cat=0 split_feature=378 49 80 25 129 337 185 21 143 206 143 3 303 347 57 78 77 253 32 55 368 164 244 373 245 371 322 337 48 129 split_gain=0.149694 0.162883 0.166746 0.140179 0.110485 0.108367 0.118451 0.102953 0.0983465 0.0956162 0.0904896 0.0899692 0.0865951 0.0855406 0.083129 0.08771 0.0748783 0.0769457 0.0887804 0.0681262 0.0829048 0.0656398 0.0651566 0.0643029 0.0838373 0.07297 0.0632423 0.0622957 0.0618046 0.0599676 threshold=0.020306228660047058 0.0020712299738079314 0.022210468538105491 0.020508587360382084 -0.0020794479642063375 -0.024852160364389416 0.012211555149406196 0.015175953041762115 0.035528760403394706 0.016251546330749992 0.041551083326339729 0.01949176657944918 0.012111008632928135 0.018409854732453827 0.07807862758636476 -0.006504060933366417 0.016129956580698494 0.021502360701560978 0.0044254364911466846 0.014528463128954174 0.027658088132739071 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0.048564825358033498 -0.030008903963917311 0.034734120059971209 0.03366852099374619 0.036727298012292513 -0.02770404766291315 -0.040470269174466583 0.03347765968384904 leaf_weight=0.084806079139980284 0.046921519232910436 0.095412945718180708 0.092871539004590886 0.18507181136556017 0.12167263660376171 0.11341447528366189 0.26613415140718644 0.13014199092458512 0.23579752066461879 0.46338916654667628 0.1224251208404894 0.087336608145960781 0.13411088971270146 0.047680957459760975 0.68928554383137453 0.15344133076041544 0.098633567540673539 0.23996145754608733 0.088517193732059241 0.34091276612980437 0.036029194353886851 0.36906720184515496 0.025064831084819161 0.20691376056083755 0.11657980710515403 0.057489892176818103 0.4401787235883603 0.039880759300103819 0.1131314034114439 0.039264505106530234 leaf_count=109 57 100 184 89 1166 153 239 88 451 320 64 46 839 1230 8766 443 54 1544 107 894 108 1941 11 802 66 32 359 23 239 23 internal_value=-0.000123105 -0.00764236 0.00316494 0.00930034 -0.0204689 8.64471e-05 0.0227378 0.013493 0.00135143 0.0255269 -0.00791351 0.00713025 0.000393643 0.0174905 -0.0298924 -0.00512165 -0.0138515 -0.0186695 -0.00915268 -0.0183707 0.0135711 -0.022152 -0.0292408 0.00977629 -0.000588893 -0.0161634 0.0308451 0.0265692 -0.0160773 -0.017609 internal_weight=5.28154 2.93757 1.59428 2.34397 1.34329 1.49504 0.390205 1.13234 0.405151 0.848929 1.10484 0.38554 0.645236 0.283478 0.93814 0.248854 0.942533 0.8439 0.603938 0.490524 0.124546 0.461939 0.365978 0.511125 0.380983 0.264404 0.4871 0.162306 0.200468 0.124071 internal_count=20547 16524 4368 4023 12156 3329 371 2243 2847 694 2958 374 1827 1681 9309 543 2871 2817 1273 1120 215 2125 905 988 900 834 416 87 285 132 is_linear=0 shrinkage=0.05 Tree=195 num_leaves=31 num_cat=0 split_feature=57 265 180 305 337 272 113 283 33 286 233 204 360 89 9 17 334 173 68 156 215 8 83 335 227 72 378 36 205 127 split_gain=0.146918 0.127876 0.149798 0.158093 0.171771 0.13928 0.125032 0.11694 0.107625 0.10512 0.104479 0.0976867 0.088598 0.0864163 0.112876 0.0899424 0.0790747 0.0784749 0.0810938 0.0757984 0.0748285 0.0712601 0.0680993 0.0730784 0.0652933 0.0646001 0.0603657 0.0575229 0.0568971 0.0561756 threshold=0.09255163744091989 -0.031720327213406556 0.073588773608207717 0.016462686471641067 -0.019121013581752774 0.013172403443604709 0.015584483277052643 -0.0057584720198065034 0.0034072429407387976 0.054247092455625541 0.026686574332416061 0.012167768552899362 0.031835911795496948 0.01714989356696606 0.025317643769085411 0.022732648067176345 0.023683061823248867 -0.0064424108713865271 0.014730284921824934 0.00051301709027029585 0.015469004400074484 0.018787861801683906 -0.0085773421451449377 0.020333527587354187 0.012424759101122619 0.0010648033930920067 0.026582183316349987 0.030014041811227802 0.017404913902282718 -0.0043555398005992165 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 7 -5 17 9 11 -9 29 -11 -4 25 14 19 20 27 18 -1 26 -16 -20 23 -2 -14 28 -10 -6 -8 -7 right_child=22 -3 3 4 16 6 12 8 13 10 -12 -13 24 -15 15 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.042985234605873654 -0.050265256956062612 -0.035598281998242172 -0.038095165723246366 0.033983548091484184 0.03125568952411719 0.037474222712611589 -0.050368519049543536 0.037927536381968302 0.039546367639903102 0.042633335235300801 -0.033836982746313478 0.033369982274343561 -0.043744958828354275 -0.033753259993757161 -0.039911718987080562 0.028822518883428579 -0.031026820540186212 0.040883450246468618 -0.043890787161812703 -0.046850954764762962 0.017859953245824872 0.027022186719189125 -0.041733751852459512 0.027994601240319408 0.042139270719166184 -0.037252286616703038 -0.011135852337495887 -0.050192002757153312 0.040296500522414562 -0.048088441283724664 leaf_weight=0.095303239653730998 0.045172563087362505 0.2113350115423599 0.06082400504965324 0.48764529042045979 0.12075652916337265 0.026129329252398747 0.024824109545079409 0.085129062848864456 0.18967090219666694 0.33790735447428233 0.051470385530592466 0.22361530823127396 0.028848666412159218 0.63969906590773462 0.39309050712745375 0.0709461595411085 0.21293434433346192 0.5684338138175915 0.090397434475562477 0.043980552324683231 0.065371440873605025 0.058258882582777005 0.29270241485437498 0.087826029642656067 0.095022320756470435 0.30041362902466062 0.085116978955284139 0.026421349271004146 0.057122899277601391 0.072160491874456056 leaf_count=132 202 6186 13 785 49 22 78 24 120 242 29 391 46 2323 997 106 163 507 55 536 96 79 5610 720 49 428 376 75 26 82 internal_value=-0.000120541 0.00241527 0.00419597 -0.00324891 0.0146427 0.0153458 0.00279324 -0.0114148 -0.0167497 0.0208618 0.032525 0.018088 -0.0146127 -0.019878 -0.00941328 -0.023567 -0.0115478 0.0307029 0.00698189 0.014093 -0.0316741 -0.0160998 -0.0282535 0.00141388 0.0221374 -0.0265184 0.0238473 0.0166342 0.0128315 -0.0253425 internal_weight=5.14853 4.72283 4.51149 2.7052 0.847758 1.80629 0.993899 1.85744 1.573 0.487668 0.389378 0.284439 0.506232 1.48788 0.848177 0.529408 0.360112 0.812393 0.24396 0.318768 0.458462 0.148656 0.425701 0.132999 0.123871 0.382361 0.274788 0.147178 0.081947 0.0982898 internal_count=20547 14015 7829 6054 1072 1775 1002 4982 4578 375 271 404 627 4554 2231 1199 287 773 266 1032 1093 134 6532 922 95 532 496 124 104 104 is_linear=0 shrinkage=0.05 Tree=196 num_leaves=31 num_cat=0 split_feature=290 322 310 179 160 178 271 266 204 196 59 113 173 235 1 16 287 285 165 369 305 63 76 72 305 97 32 217 77 102 split_gain=0.142526 0.174743 0.135861 0.120652 0.115558 0.162739 0.137685 0.120031 0.103339 0.0977559 0.092409 0.0920804 0.081919 0.0815359 0.0875236 0.072462 0.0704988 0.0669007 0.0631911 0.108205 0.0625516 0.0713608 0.0735686 0.066336 0.0624246 0.0563715 0.0561171 0.0560466 0.0551189 0.0549474 threshold=0.011447218712419273 0.012465771287679674 0.026070512831211094 -0.0084714991971850378 0.018984935246407989 0.003016996663063765 0.015304545406252148 0.012397300917655231 0.020447921939194206 0.0068752833176404246 0.022385786287486557 0.02147122006863356 -0.016018908470869061 -0.0031157681951299305 -0.0099927880801260454 0.0075954545754939326 0.019397221505641941 0.0362122729420662 0.0097483280114829558 0.0047896932810544976 0.016462686471641067 -0.0016157552599906919 -0.016632878221571442 0.0038544982671737675 0.014373660087585451 -0.044076558202505105 -0.0015947791398502884 0.013271168339997532 0.011687241028994324 -0.0024512119125574823 decision_type=2 2 2 2 2 2 2 2 2 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 10 8 5 11 7 12 25 -8 -3 13 -6 28 -15 -7 -13 -11 19 -16 21 22 -1 -22 -9 -2 -10 -27 -5 -4 right_child=3 2 29 4 6 15 9 24 26 17 -12 16 -14 14 18 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.015769019408995482 -0.041172493142599742 -0.030905550873696265 -0.03913662102435421 -0.031780360205177022 -0.046945472990535614 -0.0074496704410471947 0.032912465114248855 -0.03921625769854014 0.010682908790845822 -0.036904333192411341 0.028237177325863116 -0.033328975413824589 0.027312809738587292 -0.030159233590006957 0.039944320257998427 0.044560699691532361 0.047167109464549738 0.033533313584971518 0.040005514140612375 -0.031873704196738552 0.025950037561583972 -0.046970654207127996 -0.050035105278034855 -0.035529740487943086 0.017621273363118136 0.031928498832830013 -0.04557219859010294 -0.050118251941361262 0.039036570594521522 0.036151421734458754 leaf_weight=0.11001440223981263 0.045194750149676111 0.2573318302061125 0.026481307246285724 0.13463243052183305 0.039773406819222146 0.076334441019753174 0.069258563446055632 0.14872911126531108 0.053822229060188298 0.40235238610739543 0.088851306246397144 0.19641258072078926 0.56080577006832733 0.072884670079019886 0.11060272771192148 0.54580720583226139 0.031572515872539952 0.036792748162952194 0.38258797361595498 0.099745294937292783 0.094482516180505627 0.44792768387378601 0.069185401213416986 0.081915843337810657 0.071548294677995727 0.15898072780737527 0.25140207604226783 0.023950196050464001 0.034522421590281738 0.28564334502107158 leaf_count=747 795 623 23 365 26 290 45 50 137 995 69 207 343 29 61 567 8 17 240 98 236 6998 2868 407 40 157 3361 468 13 264 internal_value=-0.000118217 -0.0132566 0.00584218 0.00529547 0.00917404 0.0178689 -0.00184849 0.0108157 -0.0166252 -0.0222959 -0.015726 0.00598151 0.022395 0.0136712 0.0215466 0.0381792 -0.0221815 -0.0310029 0.0279024 0.00588881 -0.0289038 -0.0363026 -0.00963662 -0.00259993 -0.0207549 0.00883238 -0.0356524 0.0211865 -0.0173275 0.0297638 internal_weight=5.00955 1.46183 0.658308 3.54771 3.01436 1.6851 1.32926 0.820857 0.53335 0.508404 0.346183 1.06296 0.600579 0.834976 0.665821 0.622142 0.227985 0.439145 0.592936 0.210348 0.803526 0.627127 0.1792 0.176398 0.220277 0.228126 0.305224 0.182931 0.169155 0.312125 internal_count=20547 12235 979 8312 3394 1878 1516 459 4918 1057 692 1021 369 806 428 857 215 1012 399 159 11256 10613 3615 643 90 1420 3498 625 378 287 is_linear=0 shrinkage=0.05 Tree=197 num_leaves=31 num_cat=0 split_feature=303 324 290 156 62 190 146 191 295 80 345 291 151 229 76 55 109 191 275 96 144 149 162 178 103 264 378 336 319 347 split_gain=0.139291 0.109165 0.134348 0.123791 0.102124 0.0909193 0.0896233 0.089054 0.119784 0.0905216 0.0887573 0.0834581 0.0823381 0.0793559 0.0732305 0.0772622 0.0795535 0.0763101 0.0701448 0.0684676 0.0680722 0.06536 0.0645479 0.0644567 0.0629472 0.0607873 0.0685719 0.0605416 0.0551773 0.0546812 threshold=0.012311963830143215 0.02847565803676844 0.011899436358362438 -0.00061494662077166129 0.010443484876304867 0.0027269672136753802 0.00045886635780334478 0.014866837300360205 0.040345065295696265 0.020018039271235469 0.0022094764281064276 0.0075345784425735482 0.0054763406515121469 -0.0043820810969918958 -0.019506164826452729 0.022979204542934898 0.0051227856893092403 0.0079569499939680117 0.0084320767782628554 0.0019292744109407069 0.0068109815474599609 0.037564160302281387 0.00746454717591405 -0.0096595934592187387 0.010564747732132675 0.022782743908464912 0.01751603186130524 -0.049623228609561913 0.0074412764515727767 0.014563689939677717 decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 20 13 9 21 19 -5 22 28 -1 15 16 -14 -18 -12 -4 -3 -9 -8 -21 -22 26 -11 -25 -6 -19 right_child=4 5 3 10 12 -7 11 8 -10 25 18 -13 14 -15 -16 -17 17 29 -20 23 24 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.014962642169099843 -0.039521714872247156 -0.017195744462631356 -0.029215965363516262 0.025896764305823539 -0.044977571641632075 0.028593415074892006 0.02924053381390081 0.034638785606413786 -0.050159208021394175 0.020339646315094675 0.02703955307910591 0.043370489597326832 -0.036779104097771402 -0.043311660051019309 -0.043288712119052546 0.041755481839825519 -0.050194133539899849 0.027769696778535576 -0.041947832470627895 -0.031642700236650605 -0.02868770816819809 -0.050299433375288388 -0.033696753245977727 -0.020580985482107 0.043846749660950868 0.023228169403946123 -0.03927563987663224 0.03996911304089814 0.042027248621411488 -0.050078798098319423 leaf_weight=0.069711266811282591 0.31649207635609833 0.25122855624067575 0.070510009170902554 0.084531633838196174 0.021512958408493432 0.70324126299647105 0.05724353831328699 0.61242721894586793 0.048324003751076816 0.06059364646762333 0.042989094389668026 0.086191081212746212 0.1917659251043915 0.36069913744859194 0.15681346171368205 0.077435669602891721 0.049864121738664835 0.18889655339580713 0.25786951108420908 0.045535014534834772 0.040465583694640372 0.023518585672718473 0.1412927392743768 0.047881345497444272 0.11467341244133422 0.075112990761226683 0.2365158139596133 0.29953580951723779 0.11914862483081379 0.025615656105856033 leaf_count=72 8116 98 69 58 231 485 319 701 82 46 70 43 605 4009 2770 90 162 185 488 27 59 5 324 25 75 41 582 162 115 433 internal_value=-0.000117816 0.00456871 -0.000997331 0.00593859 -0.0153514 0.0177136 -0.0194767 0.012356 0.0257309 0.00140453 -0.0193714 0.00228596 -0.0061465 -0.0338733 -0.0132504 -0.00442241 -0.0122617 0.0055221 -0.0320904 0.0161521 -0.00111444 0.0314976 -0.0155502 0.0242927 0.0249273 -0.0169579 -0.0271175 0.031624 0.0287206 0.0184735 internal_weight=4.87764 3.73009 2.62048 1.90534 1.14755 1.10961 0.715138 1.51995 0.68427 0.835685 0.38539 0.284727 0.831053 0.43041 0.690391 0.533578 0.456142 0.264376 0.300859 0.463462 0.406368 0.635946 0.198536 0.392952 0.155139 0.372222 0.297109 0.347417 0.140662 0.214512 internal_count=20547 7840 7123 2356 12707 717 4767 1740 788 952 616 686 4591 4081 4245 1475 1385 780 558 283 232 706 643 214 134 669 628 187 346 618 is_linear=0 shrinkage=0.05 Tree=198 num_leaves=31 num_cat=0 split_feature=36 368 16 249 283 295 143 227 92 345 290 191 220 142 89 331 84 140 45 110 248 201 115 260 180 217 287 285 134 230 split_gain=0.136468 0.114474 0.119988 0.115123 0.101616 0.0983606 0.0966043 0.0896291 0.0826883 0.0823143 0.0801173 0.0865997 0.077695 0.0743155 0.0677082 0.0684618 0.0743338 0.0790207 0.0645042 0.0709509 0.0643583 0.063346 0.0632738 0.0631246 0.0745445 0.0757314 0.0603398 0.0799881 0.0601925 0.056966 threshold=0.019673621281981472 0.022920236922800544 0.014165765140205623 0.017349265515804294 -0.001877566159237176 0.040345065295696265 0.036836795508861549 0.010097408201545479 0.001863747835159302 0.0003732281038537622 0.016703173518180851 0.013103382661938669 0.0056518861092627057 0.016746995970606807 0.022736917249858383 0.0016694479272700848 0.04438318498432637 0.016909431666135791 0.011645291931927206 0.017954731360077861 0.010322431568056347 0.020998454652726654 0.031247532926499847 0.0087827825918793696 0.077566549181938185 0.012154159136116506 0.0087515586055815237 0.031465804204344756 0.0039188363589346418 0.02364439889788628 decision_type=2 2 2 2 2 2 2 2 2 2 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 18 7 13 12 -8 21 29 -12 -1 -5 15 -4 -17 -18 19 -3 -20 28 -13 24 25 -11 27 -9 -2 -6 right_child=9 2 14 6 10 -7 8 26 -10 23 11 22 -14 -15 -16 16 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.029639071924742678 -0.050064775316489063 0.028851974462702157 -0.050138701015540979 -0.028293565891592938 0.027988242680761395 -0.050256877127584969 -0.019088546729117511 -0.012394964246243305 0.035731826774763512 0.023326793989000033 -0.033844426046765505 0.040070339837450342 0.025056316147373671 0.024820659642952814 -0.025670679818798003 0.035754145034960265 -0.030989222606635971 0.021724505617652774 0.031625866245096487 -0.040999992034337684 -0.032385783723156043 -0.050117443203009461 -0.025317374580940757 -0.046590568644166185 -0.043166699351026704 -0.050071549922738302 0.048773242584598864 0.045152966804291039 0.021004260434216705 -0.041799846025888293 leaf_weight=0.10633415278425695 0.034031380890155449 0.25850814996692895 0.036133338963736494 0.32718108252265665 0.031280369203159242 0.041978698704042472 0.099152200040407479 0.11565349689908544 0.2246014113752608 0.14775852447473881 0.13959899854535252 0.1162665797446607 0.16673994426173522 0.082452803120759199 0.10761268218629993 0.36483700095914173 0.11248108413201408 0.19321848167419375 0.05181455572210325 0.042301750702790741 0.16214923788538727 0.048014748056175449 0.054265312388452003 0.26703758345502138 0.129123869081468 0.046110392655918986 0.43688009547349793 0.12634602713842469 0.23925025886865114 0.44852608648579917 leaf_count=129 90 1151 23 126 36 18 29 173 168 413 93 62 103 56 37 366 42 110 30 18 418 125 19 10412 669 2158 342 64 281 2786 internal_value=-0.000118343 0.00400363 -0.0037843 0.0135575 -0.0131838 0.0246455 -0.00146967 0.0279485 0.0189426 -0.0175154 -0.0244481 -0.00464211 0.00375811 -0.0176025 0.0112764 0.0169027 0.0205154 0.00232867 0.0041017 0.019029 -0.0168844 0.00284823 0.0192632 -0.0286042 -0.0137339 0.0058695 0.0376789 0.0176504 0.0121541 -0.0372501 internal_weight=4.75764 3.84631 2.11899 1.72732 1.30471 0.993932 0.733387 0.951954 0.323754 0.911327 0.789937 0.310131 0.273074 0.409634 0.814283 0.70667 0.670537 0.3057 0.514774 0.30081 0.213964 0.321296 0.170532 0.59003 0.322993 0.193869 0.67888 0.242 0.273282 0.479806 internal_count=20547 6399 5191 1208 4613 829 379 811 197 14148 2996 174 232 182 578 541 518 152 1617 1169 448 496 81 13652 3240 2571 579 237 371 2822 is_linear=0 shrinkage=0.05 Tree=199 num_leaves=31 num_cat=0 split_feature=34 259 248 303 372 249 322 237 18 269 331 3 215 147 70 77 198 127 196 95 149 324 296 269 324 289 327 57 26 375 split_gain=0.129565 0.111539 0.125129 0.135196 0.109427 0.108487 0.101607 0.0992347 0.0982442 0.0963885 0.0868049 0.0851903 0.0761719 0.0742348 0.0770528 0.0769435 0.0720194 0.07103 0.0699414 0.0676851 0.064272 0.0640394 0.0604984 0.0592185 0.0588312 0.06701 0.0563298 0.0560974 0.0573704 0.0559402 threshold=-0.0035509280860424037 0.0018897976260632279 0.012401632964611055 0.012491775676608087 0.078391570597887053 0.015341036021709444 0.013854887802153827 -0.0029572899220511313 -0.0038637827383354302 0.0060368776321411141 0.0016694479272700848 0.027400982566177848 0.016211858019232753 0.030448035337030891 0.021764625795185569 0.0071619451045989999 -0.003476968151517212 -0.010796010494232176 0.0073570513632148513 0.0070569091476500043 0.015007626265287401 0.031347729265689857 0.020897411741316322 0.022167326882481578 0.023186511360108856 0.0041604561265558013 0.0047073848545551309 0.092398088425397887 0.010917785111814739 0.012366500217467548 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 6 -2 10 9 19 12 11 -1 26 -7 20 -15 -16 -12 -5 -11 -6 -10 -13 24 -18 25 -8 -4 -9 -29 -22 right_child=1 -3 3 17 7 8 22 27 13 18 16 21 -14 14 15 -17 23 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.050129650315727664 -0.021415979027940551 -0.035164018896534026 -0.02405368309651635 0.015116827634834804 0.030589893744997917 0.044493833500940522 0.041334295596393365 0.03932475130692803 -0.025774712694267368 0.023822301727501421 -0.041629653422595808 -0.047474717407100395 -0.025010700708668676 -0.031162137427855192 -0.038369891688466044 0.037259602946997039 0.036325951905741213 -0.04324713547274938 -0.036657857273559989 -0.034996820059892651 0.042989482697567215 0.049209617530491918 -0.032504560720058633 -0.003477782936211106 0.045396232669133847 -0.03715380141900166 0.030545675868319196 0.045571586395504092 -0.050230932025746799 -0.02467236476268771 leaf_weight=0.038039523617044213 0.19011219906542542 0.31058173924930077 0.05916651346524282 0.060439692999807559 0.061535192877727241 0.17229078039781598 0.050750704662277712 0.43339822020288921 0.075853086325423424 0.054886024667212041 0.036249447284717351 0.098231934999148507 0.051113820911268704 0.39062165584255126 0.05138492418336682 0.097331252167350613 0.64149342982864266 0.37918995856853122 0.37038093138653494 0.10904554782609921 0.1464438136181343 0.020743345088703791 0.04716870505035331 0.10937590409594122 0.1881420634058486 0.058586598537658574 0.23433675024989498 0.026620274637480179 0.03784056716494888 0.038599206722210511 leaf_count=30 2693 3731 137 350 187 159 19 391 138 54 24 2107 29 143 13 61 550 7059 1614 233 84 8 29 73 77 23 397 21 94 19 internal_value=-0.000116567 -0.00691658 -0.00337985 -0.0115499 0.0120555 0.0101495 -0.00274786 0.0215752 -0.000724975 -0.0121491 0.0236397 0.00507188 0.0285916 -0.00890939 -0.0195012 0.0111278 0.0272048 -0.0352233 -0.0288521 -0.0113371 0.0129865 -0.0306178 0.0201039 0.0305279 0.0284456 -0.000722262 0.0195391 0.0328519 -0.0106675 0.0288755 internal_weight=4.63995 2.79116 2.48058 1.62202 0.858552 1.8488 1.18239 0.66844 1.02364 0.837745 0.825158 0.412479 0.223405 0.800234 0.539338 0.148716 0.787119 0.43963 0.425267 0.170581 0.260896 0.118975 0.344648 0.750869 0.297479 0.109337 0.293503 0.497859 0.0644608 0.185043 internal_count=20547 19224 15493 11874 3619 1323 4465 926 646 4317 677 2649 188 458 217 74 647 7409 1668 420 241 2115 148 623 119 42 534 506 115 103 is_linear=0 shrinkage=0.05 end of trees feature_importances: Column_36=127 Column_303=94 Column_57=88 Column_33=87 Column_378=81 Column_368=80 Column_179=76 Column_18=72 Column_283=68 Column_163=62 Column_287=62 Column_76=60 Column_336=60 Column_337=60 Column_17=57 Column_139=57 Column_178=56 Column_247=54 Column_197=53 Column_259=53 Column_97=52 Column_249=48 Column_92=46 Column_3=45 Column_284=45 Column_300=45 Column_305=45 Column_160=44 Column_265=43 Column_296=43 Column_372=42 Column_49=41 Column_143=41 Column_154=40 Column_324=40 Column_302=39 Column_9=38 Column_25=38 Column_60=37 Column_41=35 Column_48=35 Column_204=35 Column_342=35 Column_345=35 Column_89=34 Column_285=34 Column_66=32 Column_273=32 Column_364=32 Column_156=31 Column_54=30 Column_223=30 Column_239=30 Column_290=30 Column_236=29 Column_144=28 Column_222=28 Column_334=28 Column_381=28 Column_34=27 Column_45=27 Column_70=27 Column_331=27 Column_5=26 Column_106=26 Column_176=26 Column_180=26 Column_14=25 Column_90=25 Column_316=25 Column_206=24 Column_279=24 Column_313=24 Column_346=24 Column_19=23 Column_21=23 Column_29=23 Column_56=23 Column_128=23 Column_164=23 Column_269=23 Column_277=23 Column_369=23 Column_80=22 Column_65=21 Column_82=21 Column_133=21 Column_275=21 Column_122=20 Column_168=20 Column_276=20 Column_308=20 Column_310=20 Column_140=19 Column_191=19 Column_227=19 Column_235=19 Column_260=19 Column_322=19 Column_55=18 Column_119=18 Column_123=18 Column_151=18 Column_196=18 Column_6=17 Column_146=17 Column_147=17 Column_228=17 Column_237=17 Column_278=17 Column_317=17 Column_355=17 Column_37=16 Column_62=16 Column_127=16 Column_199=16 Column_238=16 Column_380=16 Column_40=15 Column_42=15 Column_103=15 Column_141=15 Column_172=15 Column_185=15 Column_194=15 Column_202=15 Column_213=15 Column_282=15 Column_286=15 Column_301=15 Column_96=14 Column_113=14 Column_166=14 Column_200=14 Column_291=14 Column_319=14 Column_330=14 Column_335=14 Column_343=14 Column_371=14 Column_116=13 Column_138=13 Column_158=13 Column_207=13 Column_220=13 Column_241=13 Column_258=13 Column_338=13 Column_360=13 Column_72=12 Column_99=12 Column_169=12 Column_186=12 Column_189=12 Column_201=12 Column_205=12 Column_229=12 Column_242=12 Column_248=12 Column_256=12 Column_263=12 Column_268=12 Column_272=12 Column_326=12 Column_344=12 Column_348=12 Column_354=12 Column_363=12 Column_365=12 Column_4=11 Column_79=11 Column_129=11 Column_149=11 Column_159=11 Column_173=11 Column_187=11 Column_188=11 Column_215=11 Column_252=11 Column_309=11 Column_333=11 Column_16=10 Column_26=10 Column_52=10 Column_71=10 Column_84=10 Column_87=10 Column_131=10 Column_162=10 Column_167=10 Column_234=10 Column_245=10 Column_264=10 Column_295=10 Column_299=10 Column_315=10 Column_320=10 Column_341=10 Column_32=9 Column_46=9 Column_47=9 Column_64=9 Column_78=9 Column_120=9 Column_124=9 Column_142=9 Column_153=9 Column_211=9 Column_217=9 Column_232=9 Column_307=9 Column_347=9 Column_0=8 Column_10=8 Column_12=8 Column_69=8 Column_77=8 Column_86=8 Column_91=8 Column_107=8 Column_108=8 Column_132=8 Column_134=8 Column_161=8 Column_181=8 Column_182=8 Column_192=8 Column_251=8 Column_271=8 Column_288=8 Column_361=8 Column_379=8 Column_2=7 Column_8=7 Column_38=7 Column_59=7 Column_81=7 Column_118=7 Column_121=7 Column_155=7 Column_174=7 Column_177=7 Column_214=7 Column_230=7 Column_254=7 Column_266=7 Column_267=7 Column_297=7 Column_306=7 Column_327=7 Column_357=7 Column_362=7 Column_373=7 Column_377=7 Column_1=6 Column_15=6 Column_73=6 Column_74=6 Column_94=6 Column_109=6 Column_114=6 Column_115=6 Column_130=6 Column_135=6 Column_136=6 Column_152=6 Column_170=6 Column_198=6 Column_210=6 Column_219=6 Column_226=6 Column_240=6 Column_280=6 Column_289=6 Column_311=6 Column_332=6 Column_352=6 Column_375=6 Column_11=5 Column_20=5 Column_58=5 Column_61=5 Column_85=5 Column_100=5 Column_110=5 Column_111=5 Column_125=5 Column_137=5 Column_145=5 Column_165=5 Column_195=5 Column_208=5 Column_224=5 Column_243=5 Column_246=5 Column_253=5 Column_262=5 Column_293=5 Column_312=5 Column_314=5 Column_329=5 Column_339=5 Column_370=5 Column_22=4 Column_28=4 Column_30=4 Column_39=4 Column_43=4 Column_68=4 Column_75=4 Column_83=4 Column_95=4 Column_104=4 Column_117=4 Column_148=4 Column_184=4 Column_190=4 Column_212=4 Column_218=4 Column_221=4 Column_255=4 Column_270=4 Column_321=4 Column_323=4 Column_325=4 Column_349=4 Column_353=4 Column_356=4 Column_359=4 Column_367=4 Column_374=4 Column_13=3 Column_23=3 Column_24=3 Column_27=3 Column_35=3 Column_50=3 Column_51=3 Column_53=3 Column_63=3 Column_67=3 Column_88=3 Column_102=3 Column_171=3 Column_183=3 Column_231=3 Column_233=3 Column_250=3 Column_261=3 Column_274=3 Column_281=3 Column_292=3 Column_304=3 Column_340=3 Column_351=3 Column_358=3 Column_366=3 Column_376=3 Column_383=3 Column_31=2 Column_44=2 Column_93=2 Column_126=2 Column_150=2 Column_157=2 Column_175=2 Column_225=2 Column_257=2 Column_294=2 Column_318=2 Column_328=2 Column_98=1 Column_101=1 Column_105=1 Column_193=1 Column_203=1 Column_209=1 Column_216=1 Column_244=1 Column_350=1 Column_382=1 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 200] [learning_rate: 0.05] [num_leaves: 31] [num_threads: 1] [seed: 42] [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] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 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] [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: 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] [parser_config_file: ] [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: ] [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