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feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55
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Tree=1
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Tree=2
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split_gain=3608.38 1316.4 838.48 606.644 435.283 470.071 376.736 356.419 315.023 173.007 133.177 110.154 102.321 55.2998 15.4224
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Tree=3
num_cat=0
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Tree=4
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Tree=5
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Tree=6
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Tree=7
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split_gain=12.5387 127.813 39.1089 17.7843 18.3269 16.1053 15.5325 13.9664 20.8215 12.8878 12.2353 11.9536 11.1925 11.4904 9.02188
threshold=-0.0036749573191627856 -0.0037464592605829235 -0.2052076458930969 -0.70983687043189991 -0.28028306365013117 0.018152810633182529 0.031883150339126594 -0.27506321668624872 -0.39956896007060999 -0.25405210256576533 2.3859789371490483 -0.52360814809799183 0.43825286626815801 0.012656757142394783 0.94124287366867077
left_child=1 3 5 10 -5 -3 -4 8 11 -10 -1 -2 13 -9 -14
right_child=7 2 6 4 -6 -7 -8 12 9 -11 -12 -13 14 -15 -16
leaf_value=0.0025073922759863768 -0.014254002480580646 -0.012568227148401617 0.0018685770730807365 0.005545635790230985 -0.00064789904687598612 -0.0025634334205727949 -0.015125124879732948 0.0022428084854618445 0.0051962692488598475 0.00082433488037671513 0.022587695425983823 -0.0012418493215270981 0.0059928876642636577 -0.00094606578182547464 -0.0015292965746407877
leaf_weight=12491.99809448421 546.69340661913157 6669.174986127764 2106.417209263891 2763.1775889322162 49192.933504492044 1015.1991513520479 342.40709991753101 7308.124373704195 8238.7141478285193 6690.9264632165432 168.40367565304041 1320.195030041039 2749.9100775718689 40357.648052714765 1279.3059433847666
leaf_count=53824 2604 34171 9198 11350 199642 4232 1489 30009 35084 27682 700 5922 11052 167980 5139
internal_value=-0.000261517 -0.000924249 -0.00865127 0.000287507 -0.000318509 -0.0112465 -0.000507569 0.000461769 0.0023156 0.00323693 0.00277449 -0.00505229 -0.000140571 -0.000457147 0.00360454
internal_weight=143241 74749.7 10133.2 64616.5 51956.1 7684.37 2448.82 68491.5 16796.5 14929.6 12660.4 1866.89 51695 47665.8 4029.22
internal_count=600078 314606 49090 265516 210992 38403 10687 285472 71292 62766 54524 8526 214180 197989 16191

Tree=143
num_cat=0
split_feature=6 17 48 29 33 20 6 0 50 33 25 1 23
split_gain=13.7209 12.5799 10.7643 10.4985 29.8231 15.0696 9.65475 8.6739 14.1894 8.47843 7.56519 5.02244 0.00424078
threshold=2.371862649917603 -0.93323016166687001 -2.5940562486648555 -0.22357961535453794 -0.393197551369667 -0.023558949120342728 1.8221138119697573 0.0079743834212422388 0.39156594872474676 -0.20766398310661313 -0.84910756349563588 -0.00045897201925981784 -0.033830037340521806
left_child=2 11 6 4 -4 -5 10 8 -3 -9 -1 12 -2
right_child=1 7 3 5 -6 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.029928599170425514 -0.089050461881998222 -0.038286235216250415 -0.0035857037145283067 -0.0020567532744934585 0.0021664129443646953 -0.00010645529277646405 0.10070907752823371 0.012142876059447055 0.0027387232492768923 0.0020270647944544782 -0.0073394631842935874 0.012523609734571013 -0.092070708031019563
leaf_weight=108.65596212819219 4.5757010132074347 59.35873256623745 6266.4632121026516 29555.742533169687 23244.91125863418 81574.419636372477 4.1245671138167372 1077.0881343781948 207.73911430686712 783.92898458242416 321.13528050482273 3.4400084987282744 5.738622471690177
leaf_count=1127 33 296 28716 122510 98049 337898 25 4537 1075 3343 2411 21 37
internal_value=-0.000242334 0.00563601 -0.000331581 -0.000295677 0.000945005 -0.000625149 -0.0119689 0.00609194 -0.0063785 0.00788172 -0.0130502 -0.0649065 -0.0907308
internal_weight=143217 2141.87 141075 140642 29511.4 111130 433.916 2128.11 267.098 1861.02 429.791 13.7543 10.3143
internal_count=600078 9342 590736 587173 126765 460408 3563 9251 1371 7880 3538 91 70

Tree=144
num_cat=0
split_feature=6 17 15 35 7 25 48 21 45 7 26 7 24 47 24
split_gain=11.7503 11.2824 10.5476 10.3044 20.7786 11.4695 11.0349 16.8241 11.8542 9.15165 8.17711 7.11034 9.82434 7.85229 4.20828
threshold=2.371862649917603 -0.86012724041938771 0.00051756241009570669 -1.4901149272918699 -1.010111331939697 -1.3986573219299314 -1.8403685092926023 4.5086498260498056 0.0064674620516598233 -0.023033375851809975 1.5313844680786135 -0.15514732152223584 0.11739882826805116 1.4361547231674197 -1.6082006096839903
left_child=3 2 14 4 5 -1 7 -5 -8 -6 -4 13 -13 -3 -2
right_child=1 11 10 6 9 -7 8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.10238695243104069 -0.0041320531805799166 0.020080091093172079 0.064061442889861306 -0.0045185154821010673 -0.0045365212453648933 0.011398551531184997 0.00034237813329316709 0.10815098056357531 -0.0014014474755835709 0.0015259770680564524 -0.031223088240289666 -0.0053951888048592378 0.0073332040124749719 -0.032995402417206485 -0.088736848109844169
leaf_weight=7.720831722021102 4.0324590653181103 261.9627073854208 7.7033505290746715 3421.9910111874342 7411.1153590381145 435.79212646186352 101045.72341586649 7.2728535979986182 27064.154589824378 1670.9368491880596 13.708783246576784 436.5711001381278 1387.1439827680588 16.208560854196548 15.967474222183226
leaf_count=31 19 1055 38 19467 30676 1749 418626 31 111914 8242 73 2013 5979 65 100
internal_value=-0.000224483 0.00521353 -0.0330365 -0.000307106 -0.00265737 0.0129825 -0.000136909 -0.00427956 -2.60179e-05 -0.00342113 0.00305701 0.00596714 0.00428621 0.0169875 -0.0716785
internal_weight=143208 2143.3 41.4121 141065 9525.57 443.513 131539 3429.26 128110 9082.05 21.4121 2101.89 1823.72 278.171 19.9999
internal_count=600078 9342 230 590736 40698 1780 550038 19498 530540 38918 111 9112 7992 1120 119

Tree=145
num_cat=0
split_feature=48 34 7 20 25 33 28 45 22 7 23 29 7 16 26
split_gain=11.1052 21.9614 23.9399 18.5248 14.7577 14.3139 24.5931 13.4379 12.9475 12.9264 12.8274 11.149 10.9112 9.2951 8.04967
threshold=0.42069473117589956 1.3778149485588076 0.015554901212453844 -0.031473683193325989 0.46439690887928015 1.0071931481361391 0.068536594510078444 -0.17385151982307431 0.79115962982177745 -0.041823862120509141 -0.0017051076865755019 0.30149172246456152 0.031851399689912803 -0.034213740378618233 1.3318707942962649
left_child=1 7 4 10 -3 9 -7 12 -9 -5 13 -4 -1 -2 -12
right_child=3 2 11 5 -6 6 -8 8 -10 -11 14 -13 -14 -15 -16
leaf_value=0.024988328072587482 -0.058841827679021699 -0.014746618320999124 0.0072184020217264432 -0.00091701430861971655 -0.0024790439567748744 0.00032756973307570332 -0.01124188320912989 -0.0010426006250974214 0.00097996039800967512 0.0017428506234208911 0.013396474531099626 -0.026088431170155933 -0.0044054840736998486 0.0013847514171575473 0.043732243649866505
leaf_weight=203.10522256791592 14.544600680470465 1533.2763977870345 704.7828653305769 14865.721800342202 826.41880777478218 3060.2546701580286 1498.930134318769 65148.381653156132 23614.210829891264 30599.640205807984 728.80466370284557 59.695926934480667 104.85835449397564 398.70575670897961 51.269170373678207
leaf_count=825 59 8944 2928 59810 4149 12670 6322 277906 97761 124069 3002 246 422 1633 211
internal_value=-0.00017953 -0.000664884 -0.00676318 0.000694132 -0.0104502 0.000476769 -0.00347614 -0.000450985 -0.000504523 0.00087316 0.00980606 0.00461757 0.01498 -0.00073496 0.0153902
internal_weight=143413 92194.7 3124.17 51217.9 2359.7 50024.5 4559.18 89070.6 88762.6 45465.4 1193.32 764.479 307.964 413.25 780.074
internal_count=600957 393181 16267 207776 13093 202871 18992 376914 375667 183879 4905 3174 1247 1692 3213

Tree=146
num_cat=0
split_feature=55 25 16 7 8 6 7 17 7 6 8 6 13 12 12
split_gain=15.7202 21.8823 17.2938 47.9381 15.5163 19.0992 14.2437 14.1716 12.7867 12.7181 19.3759 17.2258 12.5594 21.1443 11.5909
threshold=0.36563305556774145 -0.98611101508140553 -0.073294002562761293 -0.022277201525866982 -0.028399574570357796 0.67479363083839428 -0.03729774430394172 0.22375283390283587 -0.093624878674745546 -0.0032315243734046812 0.050966586917638786 -1.4159635305404661 -0.0039383406983688465 -0.29334390163421625 -0.28765453398227686
left_child=2 12 3 8 6 -6 -4 -5 -1 11 -11 -3 14 -14 -2
right_child=1 9 4 7 5 -7 -8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.00086377163376792285 0.012482452636510414 0.0031488451272413446 0.0015081031340739698 0.0073871190426303109 0.0010020599522821442 -0.0028591554481221153 0.0064845925871965509 0.025318966287800542 -0.0050511707394125154 0.0019162456168794564 -0.0032778102892541761 -0.0024484918293709934 -0.028651737279658463 -0.0059576464088902893 -0.0026145419361252812
leaf_weight=8614.8291936218739 299.6428627371788 3507.9295867234468 9429.2646517455578 1226.9602619558573 46836.870966929942 8250.8371903896332 4729.0357050970197 300.43744342029095 7443.8575027957559 17769.040679484606 5050.797255396843 21245.002612188458 236.60783771425486 4511.9756078831851 3943.7121090143919
leaf_count=34680 1394 14356 38276 5363 197538 35093 19605 1291 31232 74163 20374 90058 1703 19492 16339
internal_value=-0.000166326 -0.0011263 0.000459025 -0.00161326 0.000985315 0.000423741 0.00317031 0.0109143 -0.0028048 -0.000493518 0.000766626 -0.00165525 -0.00447409 -0.00708843 -0.00154847
internal_weight=143397 56564.7 86832.1 17586.1 69246 55087.7 14158.3 1527.4 16058.7 47572.8 22819.8 24752.9 8991.94 4748.58 4243.35
internal_count=600957 237879 363078 72566 290512 232631 57881 6654 65912 198951 94537 104414 38928 21195 17733

Tree=147
num_cat=0
split_feature=6 0 6 23 7 23 6 52 17 28 8 6 12 14 20
split_gain=9.57307 38.0103 46.3313 48.1068 32.24 31.6682 29.5662 21.9627 19.7229 32.5296 17.1357 18.3047 16.0867 15.0702 12.83
threshold=-0.0032315243734046812 -0.0022947916295379396 -0.0032315314747393127 -0.0012290789163671432 -0.025988317094743248 -0.027622920460999009 0.86733657121658336 0.27186858654022222 -0.72142368555068959 -0.74314665794372547 0.066416788846254363 0.20335417240858081 -0.30464540421962732 0.22476903349161151 -0.027480132877826687
left_child=1 8 3 -3 -4 6 13 -8 9 -1 11 -7 -10 -2 -12
right_child=5 2 4 -5 -6 10 7 -9 12 -11 14 -13 -14 -15 -16
leaf_value=0.031564591609330055 -0.0040632227591624178 -0.010091758720794307 -0.0077895299429658667 0.019370070473413162 0.0027612007034895757 0.0038472149598970423 -0.048523740622861578 0.071391752999691957 0.037751422295981003 0.0031554377255100297 -0.0061608170632021959 0.00053232510716270248 -0.00037530053425369154 -0.054356701347110271 -0.00054379965037316144
leaf_weight=230.74943083524704 582.65846541523933 6332.7456403300166 2223.0794457569718 318.77095291018486 5533.9058221429586 11651.709406524897 156.49959146231413 8.8359224498271924 60.666755735874176 5073.7385151088238 2768.4796603173018 42014.560169436038 55018.110404506326 34.560930788516998 11380.701788038015
leaf_count=1027 2609 35739 9877 1468 24040 47571 973 40 285 21000 11131 175542 223717 146 45792
internal_value=-0.000154106 -0.000733171 -0.00414828 -0.00867981 -0.00026254 0.000477243 -0.0143239 -0.0421152 8.1733e-05 0.00439126 0.00064804 0.00125203 -0.000333306 -0.00687938 -0.00164285
internal_weight=143390 74791.8 14408.5 6651.52 7756.99 68598 782.555 165.336 60383.3 5304.49 67815.5 53666.3 55078.8 617.219 14149.2
internal_count=600957 317153 71124 37207 33917 283804 3768 1013 246029 22027 280036 223113 224002 2755 56923

Tree=148
num_cat=0
split_feature=55 25 47 16 7 7 48 11 55 6 8 6 12 11 14
split_gain=13.4677 18.595 20.7412 15.0901 41.4746 13.1941 13.1269 12.7954 18.5483 14.0875 12.6944 16.4971 13.3371 12.2555 11.4676
threshold=0.36563305556774145 -0.98611101508140553 -1.2433525025844572 -0.073294002562761293 -0.022277201525866982 -0.52754068374633778 0.79753869771957409 -1.8003312945365904 1.0597108602523806 -0.0032315243734046812 -0.028399574570357796 0.67479363083839428 -0.26143889129161829 -0.26854605972766871 0.99955433607101452
left_child=3 2 5 4 13 -2 -6 8 -3 -9 12 -12 -5 -1 -4
right_child=1 7 14 10 6 -7 -8 9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0016389812031814453 0.090374558399491045 -0.0031434348996868485 -0.0027919612805369421 0.0072736726142314332 0.0072807120374098486 -0.016781572551970408 0.026568010373496317 -0.0019849560297128832 0.011780500234487909 0.00061392302944935121 0.00095682466196760302 -0.0026326570507196724 0.0017234512161477538 -0.0069161106502698272 -0.03327875371167182
leaf_weight=13096.913864895701 6.3457792252302161 783.4737464338541 8158.5106018334627 3011.0331797897816 1303.392108567059 746.34067959338427 226.86770640313625 23000.82240634039 1091.1825738549232 22687.420048706234 46831.524444498122 8245.9839349761605 11151.03425232321 2953.3362988382578 68.127728328108788
leaf_count=53770 26 3197 34357 12491 5721 4264 933 97337 4444 93973 197538 35093 45390 12142 281
internal_value=-0.000142897 -0.00103166 -0.00412021 0.000435914 -0.00150019 -0.0158782 0.0101401 -0.000448573 0.00554335 -0.00069443 0.000927508 0.000419422 0.0029035 -0.00261 -0.00304443
internal_weight=143362 56542.2 8979.32 86820.1 17580.5 752.686 1530.26 47562.9 1874.66 45688.2 69239.6 55077.5 14162.1 16050.3 8226.64
internal_count=600957 237879 38928 363078 72566 4290 6654 198951 7641 191310 290512 232631 57881 65912 34638

Tree=149
num_cat=0
split_feature=55 25 47 24 45 0 8 45 19 7 4 19 8 31 27
split_gain=11.5508 15.9685 17.9726 11.6842 14.0542 11.5088 11.4005 10.8077 10.9313 10.7919 16.0767 10.8406 9.85303 9.50512 7.24802
threshold=0.36563305556774145 -0.98611101508140553 -1.2433525025844572 0.15580821782350543 -0.067970152944326387 -0.02560696471482515 -0.3837838321924209 0.17919377982616427 0.081602856516838088 -0.03729774430394172 -0.11096200719475745 -0.021511944010853764 -0.12924472987651822 -1.1183700561523435 0.12059845775365831
left_child=7 2 6 4 -3 -4 -2 9 14 11 -11 -1 -5 -10 -9
right_child=1 3 5 12 -6 -7 -8 8 13 10 -12 -13 -14 -15 -16
leaf_value=0.0035343880737157625 0.08020465334714022 0.010862661438149184 0.0066435039066921955 0.0047101603323945005 0.00029598850275364895 -0.0036301796308292797 -0.015681118785596155 0.026372166835746506 0.062199170152243542 0.016081543089166313 0.0007717011846251979 -0.0015435509924723949 -0.002205562839333848 0.0061848618328938475 0.10350359930303518
leaf_weight=2584.0845992639661 6.8529423624277106 707.3192228525877 648.1836279630661 1200.8344852030277 27019.105021622032 7575.1148972287774 740.99214975908399 15.576463371515276 17.834991902112961 377.86602535843849 62474.355527032167 21104.508432231843 18632.124667618424 237.47722935676575 11.669553875923155
leaf_count=10586 28 2862 2637 4836 113014 32001 4262 64 73 1574 264260 85500 78239 973 48
internal_value=-0.000132386 -0.000955594 -0.00381922 -0.000415428 0.000565551 -0.00282038 -0.0148025 0.000403603 0.0148526 0.000356427 0.000863744 -0.000989621 -0.00178683 0.0100978 0.0594078
internal_weight=143354 56530.5 8971.14 47559.4 27726.4 8223.3 747.845 86823.4 282.558 86540.8 62852.2 23688.6 19833 255.312 27.246
internal_count=600957 237879 38928 198951 115876 34638 4290 363078 1158 361920 265834 96086 83075 1046 112

end of trees

feature_importances:
Column_6=252
Column_7=159
Column_28=153
Column_17=117
Column_48=114
Column_8=107
Column_23=92
Column_9=82
Column_34=81
Column_0=73
Column_21=68
Column_1=62
Column_12=50
Column_18=47
Column_16=44
Column_14=42
Column_19=38
Column_26=38
Column_33=38
Column_45=35
Column_24=34
Column_13=33
Column_35=32
Column_55=32
Column_47=30
Column_25=29
Column_46=28
Column_11=27
Column_20=27
Column_5=26
Column_29=22
Column_2=21
Column_22=21
Column_31=20
Column_51=19
Column_4=17
Column_49=17
Column_3=13
Column_27=13
Column_38=13
Column_44=13
Column_50=10
Column_53=10
Column_15=9
Column_37=9
Column_43=7
Column_52=4
Column_32=2
Column_10=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 50]
[learning_rate: 0.074]
[num_leaves: 31]
[num_threads: 1]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 4]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.8]
[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

objective=binary metric=binary_logloss num_leaves=31 max_depth=4 learning_rate=0.074 feature_fraction=0.8 bagging_fraction=0.8 bagging_freq=5 min_child_samples=20 verbosity=-1 num_threads=1 random_state=42 num_iterations=50

tree
objective=regression
tree_sizes=1548 1566 1571 1593 1578 1469 1562 1473 1571 1658 1478 1491 1487 1480 1508 1498 1501 1495 1488 1668 1584 1653 1650 1664 1666 1666 1667 1564 1674 1672 1674 1685 1672 1681 1674 1694 1665 1644 1666 1647 1673 1559 1455 1558 1455 1452 1456 1472 1367 1478 1637 1647 1653 1560 1552 1545 1550 1459 1652 1465 1363 1483 1470

Tree=0
num_cat=0
split_feature=45 17 0 55 34 24 23 0 0 49 29 27 0 25
split_gain=0.110396 1.92437 8.26674 0.0511251 0.394338 11.9108 0.0917659 0.0378807 0.32812 0.0249231 0.0297435 0.0174795 0.0168183 0.00858992
threshold=-0.17180078476667401 -0.8243863284587859 0.0054809453431516894 2.0211037397384648 1.468370318412781 -0.88231047987937916 -0.030672303400933739 -0.034956371411681168 -0.037053914740681641 -1.6757296919822691 2.2350320816040044 0.16744337230920794 0.02376531902700663 -0.3590626567602157
left_child=1 2 13 7 6 -6 -5 8 -2 10 -3 -11 -9 -1
right_child=3 9 -4 4 5 -7 -8 12 -10 11 -12 -13 -14 -15
leaf_value=0.0013940351931766369 0.00010817835298455343 9.1033120065376431e-05 0.05320444453267216 0.00086174847922371276 0.051099342585845232 3.7791338791545373e-05 7.7380075566323497e-05 9.2799326405976009e-05 0.0011945462168503802 0.00013959287543063929 0.003450566092622473 -0.0010583707370548066 3.5708263906438197e-05 -0.00031537513798732595
leaf_weight=22 20749 31 20 890 26 661 9928 521689 1643 1998 27 69 29874 60
leaf_count=22 20749 31 20 890 26 661 9928 521689 1643 1998 27 69 29874 60
internal_value=9.86117e-05 0.000618636 0.0105474 9.66336e-05 0.000251086 0.00197025 0.00014191 9.35376e-05 0.00018789 0.000142055 0.00165495 9.96028e-05 8.97071e-05 0.000143247
internal_weight=587687 2227 102 585460 11505 687 10818 573955 22392 2125 58 2067 551563 82
internal_count=587687 2227 102 585460 11505 687 10818 573955 22392 2125 58 2067 551563 82

Tree=1
num_cat=0
split_feature=45 17 33 55 34 24 33 6 0 55 49 21 27 13
split_gain=0.0946617 1.6501 7.82264 0.0438385 0.338135 10.2133 0.123813 0.0356658 0.0324818 0.289832 0.021371 0.0274548 0.0149882 0.0146154
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 6.0551392380148179e-05 -0.034956371411681168 -1.3123381733894346 -1.6757296919822691 0.29690591990947729 0.16744337230920794 0.25719563663005834
left_child=1 2 -1 8 6 -6 -5 -4 9 -2 11 -3 -12 -10
right_child=3 10 7 4 5 -7 -8 -9 13 -11 12 -13 -14 -15
leaf_value=0.049919209322964196 0.00098648128174130953 0.00026906419069564435 0.00015554600138275416 -2.6143947533711104e-05 0.047222586122842927 -6.0409026653064518e-05 0.0010444430814193215 -0.0033878094241954386 -8.6641371912621284e-06 5.1329222597799471e-07 3.3859175881742522e-05 0.0036563193462556226 -0.0010754551791241796 -5.1863487545697297e-05
leaf_weight=21 1773 38 60 10190 26 661 628 21 504694 20619 1998 20 69 46869
leaf_count=21 1773 38 60 10190 26 661 628 21 504694 20619 1998 20 69 46869
internal_value=-4.08936e-06 0.000477453 0.00967149 -5.92108e-06 0.000137102 0.00172905 3.60051e-05 -0.000763102 -8.78799e-06 7.85823e-05 3.61388e-05 0.00143708 -3.17164e-06 -1.2335e-05
internal_weight=587687 2227 102 585460 11505 687 10818 81 573955 22392 2125 58 2067 551563
internal_count=587687 2227 102 585460 11505 687 10818 81 573955 22392 2125 58 2067 551563

Tree=2
num_cat=0
split_feature=45 17 24 23 49 2 47 31 23 24 49 17 31 13
split_gain=0.0811701 1.41492 7.45078 0.0337993 0.210099 8.10421 0.0662053 0.0318028 2.84013 0.0312083 0.0183251 0.0247069 0.0146751 0.0120618
threshold=-0.17180078476667401 -0.8243863284587859 0.96566614508628856 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 -1.256108224391937 2.102653026580811 -0.0097320508211851103 0.24980354309082034 -1.6757296919822691 0.18783452361822131 -1.2844281196594236 0.25719563663005834
left_child=1 2 9 4 5 -2 -6 13 -9 -1 11 -3 -12 -5
right_child=3 10 -4 7 6 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.0021147332813795969 1.923855696991994e-05 9.2636592351898013e-05 0.048235260178414001 -8.1046282051020878e-06 0.00055892748373882869 0.025918042532925453 -1.6279353498536911e-05 0.011998805040773065 -4.1350440878737715e-05 0.0011509337314637377 0.00044066707413152671 0.0032148080781866472 -9.0578259136906106e-05 -4.7496523382024109e-05
leaf_weight=59 2449 35 21 504308 1148 68 24071 109 6817 22 341 23 1726 46490
leaf_count=59 2449 35 21 504308 1148 68 24071 109 6817 22 341 23 1726 46490
internal_value=-3.78675e-06 0.000442121 0.0089558 -5.48292e-06 7.42476e-05 0.000718928 9.90477e-06 -9.44797e-06 0.000148135 -0.00122776 3.34646e-05 0.00133074 -2.93691e-06 -1.14295e-05
internal_weight=587687 2227 102 585460 27736 2517 25219 557724 6926 81 2125 58 2067 550798
internal_count=587687 2227 102 585460 27736 2517 25219 557724 6926 81 2125 58 2067 550798

Tree=3
num_cat=0
split_feature=55 26 26 33 47 13 13 2 46 18 21 46 4 13
split_gain=0.0358737 0.299763 13.5748 0.0989082 2.40777 0.0314013 0.229149 3.37056 0.201055 0.014292 0.0179804 0.0141962 0.00791992 0.00259099
threshold=2.0211037397384648 -1.0894942879676817 -1.1032025814056394 0.50690898299217235 -1.256108224391937 -0.25902542471885676 -0.27063107490539545 0.00031758204568177467 0.12199990078806879 0.012097868602722885 5.3197524547576913 0.075994964689016356 -0.25643424689769739 0.11671986430883409
left_child=5 2 11 12 -5 6 8 -8 -1 13 -11 -2 -3 -7
right_child=1 3 -4 4 -6 9 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-4.2906620583802836e-06 -7.9236389190607799e-05 -0.0013807200314658985 0.057536024436544445 0.020702879400712845 -5.119629636108017e-05 -5.6629969862444322e-06 -1.312454972088132e-05 0.011236612699192116 0.0011218866872069729 -4.9668049445872214e-05 -0.00060150840310969195 -0.0018375947397810074 -3.4850491960464743e-05 -2.0444885558749279e-05
leaf_weight=48237 763 24 23 32 705 407775 2052 157 884 39371 326 26 10080 77232
leaf_count=48237 763 24 23 32 705 407775 2052 157 884 39371 326 26 10080 77232
internal_value=-3.50653e-06 0.000125038 0.00149642 2.23198e-05 0.00084993 -6.10694e-06 4.9133e-05 0.000786427 1.59764e-05 -1.15109e-05 -5.41999e-05 -0.00013718 -3.80473e-05 -8.01685e-06
internal_weight=587687 11653 812 10841 737 576034 51330 2209 49121 524704 39697 789 10104 485007
internal_count=587687 11653 812 10841 737 576034 51330 2209 49121 524704 39697 789 10104 485007

Tree=4
num_cat=0
split_feature=45 24 5 55 34 24 33 0 47 0 0 31 33 0
split_gain=0.0669953 0.587524 9.65006 0.0307933 0.28615 8.69061 0.0892831 0.0258417 0.0234957 0.0230019 0.277425 0.0195862 0.0116839 0.0113372
threshold=-0.17180078476667401 1.7687134742736819 -0.03052614443004131 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 0.10345410183072092 -0.5827713906764983 -0.034956371411681168 -0.037053914740681641 -1.2844281196594236 5.0220639705657968 0.025386652909219268
left_child=1 7 -3 9 6 -6 -5 11 -9 10 -2 -1 -4 -11
right_child=3 2 12 4 5 -7 -8 8 -10 13 -12 -13 -14 -15
leaf_value=0.00050594768474468031 -6.9630186187370809e-06 0.053107417738823277 -0.00023089259135645077 -3.0696501679670129e-05 0.043545068985567641 -7.1134610104150875e-05 0.00087842693596359045 0.00040180128437416649 -0.0019989370401033183 -7.7385633374603109e-06 0.00099196377508535311 -0.00012558433204607212 0.0013612610133823182 -5.6360819404566879e-05
leaf_weight=328 20749 20 256 10190 26 661 628 33 69 523917 1643 1493 28 27646
leaf_count=328 20749 20 256 10190 26 661 628 33 69 523917 1643 1493 28 27646
internal_value=-3.24705e-06 0.00040186 0.00342485 -4.78801e-06 0.000115081 0.00157955 2.20794e-05 -7.60342e-05 -0.00122223 -7.1908e-06 6.63327e-05 -1.18323e-05 -7.39197e-05 -1.01757e-05
internal_weight=587687 2227 304 585460 11505 687 10818 1923 102 573955 22392 1821 284 551563
internal_count=587687 2227 304 585460 11505 687 10818 1923 102 573955 22392 1821 284 551563

Tree=5
num_cat=0
split_feature=15 51 33 49 33 55 34 34 33 14 24 46 33
split_gain=0.132746 23.5658 42.7717 2.49398 7.63354 0.0377878 0.325993 10.9196 0.153995 0.0258997 1.01399 0.0193724 0.0182404
threshold=0.55725386738777172 -0.044410638511180871 0.2726276963949204 -0.12514873594045636 -0.099575325846672044 2.0211037397384648 1.468370318412781 1.4774639606475832 0.50690898299217235 0.47881264984607702 -1.7902193665504453 -0.046981150284409516 1.8969854712486269
left_child=5 2 -2 4 -3 9 8 -8 -7 11 -11 -1 -5
right_child=1 3 -4 12 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=5.2682917475655339e-05 -6.288778498431687e-05 0.052632326001889301 0.1349073238827328 -3.6637095978544829e-05 -0.00026909914840939178 -2.2247646817873217e-05 0.047785601860000665 -0.00045624828268910853 0.0012708736576762479 0.0040492425949030277 -3.9364262289190053e-05 -8.1731417598318796e-06 -0.00033328837630612715
leaf_weight=30294 36 20 20 10209 59 10030 27 531 531 346 8304 526015 1277
leaf_count=30294 36 20 20 10209 59 10030 27 531 531 346 8304 526015 1277
internal_value=4.77045e-06 0.000252389 0.0481408 2.05043e-05 0.0131237 -2.24672e-07 0.000134871 0.00187803 4.27696e-05 -2.8835e-06 0.00012418 -4.8592e-06 -6.96184e-05
internal_weight=587699 11621 56 11565 79 576078 11119 558 10561 564959 8650 556309 11486
internal_count=587699 11621 56 11565 79 576078 11119 558 10561 564959 8650 556309 11486

Tree=6
num_cat=0
split_feature=45 47 3 17 33 49 0 23 31 23 23 2 13 14
split_gain=0.137315 1.29295 10.254 0.455977 9.13931 0.0788864 2.88662 62.2798 0.0285362 1.66008 0.030116 0.0280729 0.0111063 0.00434286
threshold=-0.092140045017003999 -1.256108224391937 -0.035386044532060616 -0.8243863284587859 -0.18475440144538877 2.1410850286483769 0.038437766954302795 0.010622751433402302 2.102653026580811 -0.0097320508211851103 -0.030672303400933739 0.16301129013299945 1.5329554677009585 0.5882677733898164
left_child=1 2 -1 4 -3 8 13 -8 10 -10 -2 -5 -4 -7
right_child=5 3 12 11 -6 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.044681427285473543 7.4236247412932127e-05 0.051237312056580414 6.2984131044059259e-06 1.7750046737247303e-05 -0.00074087169069184979 -1.8180110027511789e-05 0.13365318421659175 -0.00010864211072101331 0.0077934612281266536 -2.9808819808430034e-05 -9.0172849568224581e-06 -0.0010811001110929421 0.001502819647904553 -0.00027267815440195996
leaf_weight=32 24897 20 219 6160 251 11766 20 406 152 6507 536729 130 31 379
leaf_count=32 24897 20 219 6160 251 11766 20 406 152 6507 536729 130 31 379
internal_value=4.41743e-06 0.00033397 0.00524033 0.000123089 0.00309516 5.35011e-07 0.000183892 0.00617126 -3.52101e-06 0.000148767 -5.32664e-06 -4.96069e-06 0.000191867 -2.6122e-05
internal_weight=587699 6843 282 6561 271 580856 12571 426 568285 6659 561626 6290 250 12145
internal_count=587699 6843 282 6561 271 580856 12571 426 568285 6659 561626 6290 250 12145

Tree=7
num_cat=0
split_feature=15 51 55 5 18 55 46 26 21 14 13 34 31
split_gain=0.101805 20.0618 44.3647 3.4677 6.46781 0.0302211 0.312963 2.34068 0.0297392 0.0210142 1.55881 0.0181747 0.0157713
threshold=0.55725386738777172 -0.044410638511180871 0.15352448076009753 -0.29874807596206659 0.08623185753822328 2.0211037397384648 0.014997302554547788 -1.0894942879676817 1.6111459732055666 0.47881264984607702 -0.054623955860733979 1.468370318412781 -1.3418890833854673
left_child=5 2 -2 4 -3 9 11 -8 -5 12 -11 -7 -1
right_child=1 3 -4 8 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=3.7270305023014598e-05 0.13277327139989137 -0.00036796875633768241 -0.0046872662640728069 -4.1246408194293706e-05 0.052117373501183464 -2.0486375259744817e-05 0.01192519579890002 0.00033917796084286536 -0.00042627014900802762 0.0061223188152263897 -5.2390945056641083e-05 -0.00056912216094849252 -8.1631115619224516e-06
leaf_weight=45572 20 36 36 10279 20 9179 102 1495 1230 230 8420 343 510737
leaf_count=45572 20 36 36 10279 20 9179 102 1495 1230 230 8420 343 510737
internal_value=4.09054e-06 0.00022094 0.0444058 6.98802e-06 0.0183768 -2.8387e-07 0.000120531 0.00107917 -8.2395e-05 -2.66164e-06 0.000111792 -4.02492e-05 -4.44127e-06
internal_weight=587699 11621 56 11565 56 576078 11119 1597 11509 564959 8650 9522 556309
internal_count=587699 11621 56 11565 56 576078 11119 1597 11509 564959 8650 9522 556309

Tree=8
num_cat=0
split_feature=45 47 7 17 24 21 49 7 21 3 2 0 23 45
split_gain=0.114487 1.10839 12.816 0.386118 7.75074 0.0881393 1.91365 62.8934 0.306019 0.0548992 0.0249344 0.0161716 0.328729 0.00843591
threshold=-0.092140045017003999 -1.256108224391937 -0.0097913797944784147 -0.8243863284587859 1.6445183753967287 0.72027611732482921 2.1410850286483769 0.029784815385937694 0.84256917238235485 -0.035386044532060616 0.16301129013299945 -0.034956371411681168 -0.036138864234089844 0.16386169940233233
left_child=1 2 -1 4 -3 11 8 -8 -7 -4 -5 12 -2 -13
right_child=5 3 9 10 -6 6 7 -9 -10 -11 -12 13 -14 -15
leaf_value=0.054348730509001075 -2.9840992033365901e-05 -0.00078270038288633808 -0.0035493180431270346 1.3021631926895153e-05 0.046024021744146007 0.0008682584252970555 0.13326214439520509 -0.00053698090994263963 -5.9590012681930854e-05 0.00016847469258775538 -0.0010225841619486277 -8.1892833898754537e-06 0.001137581802913815 0.00016288822326723025
leaf_weight=26 16468 250 24 6160 21 2172 20 505 18750 232 130 539922 1436 1583
leaf_count=26 16468 250 24 6160 21 2172 20 505 18750 232 130 539922 1436 1583
internal_value=3.78784e-06 0.000304702 0.00484741 0.000109451 0.00284439 2.42807e-07 0.000147462 0.00456013 3.67338e-05 -0.000180068 -8.38199e-06 -5.40137e-06 6.37928e-05 -7.68917e-06
internal_weight=587699 6843 282 6561 271 580856 21447 525 20922 256 6290 559409 17904 541505
internal_count=587699 6843 282 6561 271 580856 21447 525 20922 256 6290 559409 17904 541505

Tree=9
num_cat=0
split_feature=45 27 27 5 5 7 24 17 17 24 31 23 23 49 33
split_gain=0.0981696 0.56119 16.3671 38.7632 0.0825911 13.4907 50.3754 0.047952 0.0369029 0.118434 0.0252018 1.54094 0.0222268 0.0185764 0.00943591
threshold=-0.092140045017003999 -0.00023397316545015198 0.00017039413796737793 -0.26863311231136316 2.1598320007324223 0.024630161002278331 1.6445183753967287 -0.80106624960899342 -0.8243863284587859 1.4374936223030093 2.102653026580811 -0.0097320508211851103 -0.030672303400933739 -0.602250576019287 0.30081495642662054
left_child=1 8 3 -3 10 6 -6 -4 9 -1 12 -12 -2 -10 -7
right_child=4 2 7 -5 5 14 -8 -9 13 -11 11 -13 -14 -15 -16
leaf_value=-0.00045906453548343144 6.3145128413349581e-05 0.12358487104744126 -0.0017427871485653219 -0.00023116371313906668 0.13231182070983757 -4.5637220943537537e-05 -0.00024615250966060758 -3.7062331189743656e-06 0.00037966494573450226 -0.0064457636342616755 0.0076844127684799497 -3.1677785731977829e-05 -8.091158594609575e-06 -7.675265272011827e-05 -0.00030530223746886258
leaf_weight=190 25099 20 93 45 20 8047 73 1307 546 20 145 6280 540345 4622 847
leaf_count=190 25099 20 93 45 20 8047 73 1307 546 20 145 6280 540345 4622 847
internal_value=3.50754e-06 0.000282154 0.00156612 0.0378661 2.2484e-07 0.000222814 0.0282609 -0.000119231 -6.76071e-05 -0.00102923 -3.27319e-06 0.00014246 -4.92911e-06 -2.85321e-05 -7.03658e-05
internal_weight=587699 6843 1465 65 580856 8987 93 1400 5378 210 571869 6425 565444 5168 8894
internal_count=587699 6843 1465 65 580856 8987 93 1400 5378 210 571869 6425 565444 5168 8894

Tree=10
num_cat=0
split_feature=15 51 25 16 9 21 29 12 11 29 31 21 51
split_gain=0.0844485 19.2308 40.5698 1.09493 8.26447 0.0223931 0.0186718 0.160891 1.01619 0.122817 0.0115716 0.0232937 0.00656521
threshold=0.55725386738777172 -0.044410638511180871 0.42872373759746557 -0.82018077373504628 0.023976352997124199 1.6111459732055666 0.21250460296869281 0.89294114708900463 0.4912936538457871 0.1909185126423836 1.9244198203086855 4.1274077892303476 3.3942130804061894
left_child=6 2 -2 4 -3 -5 7 9 -9 -1 12 -12 -8
right_child=1 3 -4 5 -6 -7 10 8 -10 -11 11 -13 -14
leaf_value=-5.6567539632567888e-06 0.12770659865773049 0.050547722269647051 -0.0074765581975751103 -4.9541282735473975e-05 -0.00074311291691537163 -0.00038602267851717514 -3.7265392394202678e-05 1.9500741303982368e-05 0.011708888393010307 0.00038989996605671897 -0.00026126738180452374 -0.0024806120307605145 -0.00021049545632617002
leaf_weight=508662 20 20 31 10181 123 1212 61059 305 47 4335 634 27 1222
leaf_count=508662 20 20 31 10181 123 1212 61059 305 47 4335 634 27 1222
internal_value=-1.91614e-06 0.000195881 0.0455364 -4.56724e-06 0.00643043 -8.53365e-05 -5.89308e-06 -1.22898e-06 0.0015803 -2.31416e-06 -4.3933e-05 -0.000351921 -4.06643e-05
internal_weight=587878 11587 51 11536 143 11393 576291 513349 352 512997 62942 661 62281
internal_count=587878 11587 51 11536 143 11393 576291 513349 352 512997 62942 661 62281

Tree=11
num_cat=0
split_feature=32 51 50 49 7 16 46 49 3 32 29 23 0
split_gain=0.0724126 16.4899 41.1317 1.7661 7.61075 0.0324618 0.0179243 0.233952 8.81512 0.04054 0.0141064 0.011467 0.00389066
threshold=0.55725386738777172 -0.044410638511180871 0.61834242939949047 -0.12514873594045636 0.049564968794584281 -0.82018077373504628 -0.046981150284409516 -1.3179033398628233 -0.019768025726079937 0.29597815871238714 0.1909185126423836 -0.20092472434043882 0.015041720587760212
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split_feature=15 9 20 19 19 23 49 46 18 35 20 26 5
split_gain=1.08712 28.0074 1425.8 6.55636 2.03894 27.0261 1.21491 0.255815 1.59783 0.664163 0.100699 0.502956 0.0544861
threshold=0.48480661213397985 -0.0018452440272085366 0.016878103837370876 0.0075235832482576379 0.0029871630249544982 -0.021760465577244755 -0.25953947752714152 0.24645754694938662 -0.007206274662166833 1.1143789887428286 0.109985388815403 -1.8247658610343931 2.1832678318023686
leaf_value=3.2837762160878745e-06 0.63108830432295804 -0.084379088539968825 -0.042159569706590405 -0.00026776479928436843 0.0094617694922673867 -0.0015153866433713886 8.0968585993250006e-05 -0.018054613851010797 -0.00027836901144725497 -0.011676331041332592 -0.0045164910844144738 -0.00017916561611355062 -0.00023670548705421736
leaf_weight=569328 20 22 21 793 76 1062 14405 30 808 29 149 8399 5228
leaf_count=569328 20 22 21 793 76 1062 14405 30 808 29 149 8399 5228
internal_value=1.21474e-05 0.000606369 0.0138178 -0.00134851 -0.000101525 -0.00319712 0.000130201 -4.53943e-06 -0.00127471 -0.00067328 -2.65085e-06 -0.000254769 1.10007e-06
internal_weight=600370 16399 834 814 15565 1084 14481 583971 867 837 583104 8548 574556
internal_count=600370 16399 834 814 15565 1084 14481 583971 867 837 583104 8548 574556

Tree=60
num_cat=0
split_feature=32 9 29 20 19 23 49 46 26 35 3 20
split_gain=0.932181 24.0157 1296.41 10.6672 1.74835 23.1742 1.04176 0.219355 1.388 0.472216 0.0972704 0.0771886
threshold=0.48480661213397985 -0.0018452440272085366 0.20562779903411868 0.024010661989450458 0.0029871630249544982 -0.021760465577244755 -0.25953947752714152 0.24645754694938662 -1.8247658610343931 1.1143789887428286 0.1806561276316643 0.109985388815403
left_child=7 2 -2 -4 5 -3 -6 10 -9 -10 11 -1
right_child=1 4 3 -5 6 -7 -8 8 9 -11 -12 -13
leaf_value=1.0186610337638546e-06 0.60139196761548519 -0.078135035942901263 -0.055041720732836981 -0.00032205172370577061 0.0087615989151496529 -0.0014032480294831871 7.4976910194099746e-05 -0.015616328553216796 -0.00024410422126695165 -0.010019999624828675 -0.0047133940506804113 -0.00022330980911212733
leaf_weight=574556 20 22 20 794 76 1062 14405 35 804 28 24 8524
leaf_count=574556 20 22 20 794 76 1062 14405 35 804 28 24 8524
internal_value=1.12485e-05 0.000561498 0.0127953 -0.00166652 -9.4012e-05 -0.00296054 0.000120567 -4.20351e-06 -0.00118038 -0.000573101 -2.45468e-06 -2.26078e-06
internal_weight=600370 16399 834 814 15565 1084 14481 583971 867 832 583104 583080
internal_count=600370 16399 834 814 15565 1084 14481 583971 867 832 583104 583080

Tree=61
num_cat=0
split_feature=2 2 23 19 49 29 15 5 19 20 18 20 16
split_gain=0.822699 10.0542 102.226 1139.87 0.656327 0.573139 0.341821 4.50075 2.33237 0.113579 1.48809 0.0496784 0.0194384
threshold=0.037200450897216804 0.040551764890551574 -0.024370512925088402 0.0083226659335196036 4.3860521316528329 0.042468031868338592 0.48480661213397985 -0.4922413676977157 0.004761686548590661 0.29659919440746313 -0.0058871116489171973 0.080883909016847624 0.37951336801052099
left_child=6 2 3 -2 5 -3 9 -8 -9 11 -11 -1 -4
right_child=1 4 12 -5 -6 -7 7 8 -10 10 -12 -13 -14
leaf_value=2.7787432362217006e-06 0.58569325117492399 0.0016371784509366365 9.1783058775110682e-06 -0.0016309501487731866 -0.010818774701066075 -0.00013115211195878363 0.030721738642361014 -0.0050398605035354661 -0.00018133874284785782 -0.018999286677688361 -0.00033985085381973355 -0.0001554638068122701 0.00064754847619727645
leaf_weight=559461 20 1056 1751 190 31 20259 25 613 4611 24 943 11079 307
leaf_count=559461 20 1056 1751 190 31 20259 25 613 4611 24 943 11079 307
internal_value=1.04161e-05 0.000438525 0.00512295 0.0543047 -5.91929e-05 -4.35445e-05 -7.11183e-06 -0.000601552 -0.000751452 -1.65221e-06 -0.00080296 -2.94081e-07 0.000104407
internal_weight=600370 23614 2268 210 21346 21315 576756 5249 5224 571507 967 570540 2058
internal_count=600370 23614 2268 210 21346 21315 576756 5249 5224 571507 967 570540 2058

Tree=62
num_cat=0
split_feature=15 9 16 9 19 23 5 46 18 35 23 14 14
split_gain=0.806821 20.2255 1183.89 27.3621 1.31117 22.6613 1.32892 0.285692 16.6596 0.682389 0.0934396 0.738542 0.089799
threshold=0.48480661213397985 -0.0018452440272085366 0.26635158061981207 -0.0023334147408604618 0.0029871630249544982 -0.021760465577244755 -0.4922413676977157 0.24645754694938662 -0.0067873813677579156 1.1395542025566103 -0.024370512925088402 0.41081577539443975 0.44294348359107977
left_child=7 2 -2 -4 5 -3 -6 10 -9 -10 11 -1 -12
right_child=1 4 3 -5 6 -7 -8 8 9 -11 12 -13 -14
leaf_value=-6.5795979440710193e-05 0.57424440246122832 -0.075239520622336339 -0.0045174407347168379 0.067467151505955072 0.011690228976330857 -0.00098627372735845186 5.9737549505999677e-05 0.062126524029299614 -7.9490943538301282e-05 -0.013294536479600619 1.7521665336306387e-06 -0.0023107239392656858 0.00023420165492375096
leaf_weight=37558 20 23 800 30 54 1050 14396 24 781 22 535859 820 9258
leaf_count=37558 20 23 800 30 54 1050 14396 24 781 22 535859 820 9258
internal_value=1.41466e-05 0.000526483 0.0116411 -0.00191559 -8.2126e-05 -0.00257791 0.000103201 -2.09356e-07 0.00137421 -0.000441547 -2.15736e-06 -0.000113762 5.69997e-06
internal_weight=600695 16373 850 830 15523 1073 14450 584322 827 803 583495 38378 545117
internal_count=600695 16373 850 830 15523 1073 14450 584322 827 803 583495 38378 545117

Column_15=66
Column_49=57
Column_5=56
Column_51=48
Column_7=40
Column_18=36
Column_19=36
Column_9=34
Column_0=33
Column_29=33
Column_46=30
Column_20=29
Column_21=29
Column_24=29
Column_23=27
Column_14=26
Column_8=20
Column_26=20
Column_33=20
Column_16=19
Column_35=19
Column_4=16
Column_17=16
Column_3=15
Column_45=15
Column_31=14
Column_34=13
Column_32=12
Column_55=12
Column_2=11
Column_13=8
Column_27=8
Column_47=8
Column_25=7
Column_28=6
Column_6=4
Column_12=4
Column_11=2
Column_50=2
Column_22=1

[objective: regression]
[metric: rmse]
[data: ]
[valid: ]
[seed: 42]

objective=regression metric=rmse num_leaves=31 max_depth=4 learning_rate=0.074 feature_fraction=0.8 bagging_fraction=0.8 bagging_freq=5 min_child_samples=20 verbosity=-1 num_threads=1 random_state=42 num_iterations=50