tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=6
objective=binary sigmoid:1
feature_names=receiptAmount relationDays relationRecurrence issuerInvoicesAmount issuerCancelledInvoices activityDaysPayer clients12Months
feature_infos=[17850:3801670865] [0:1785] [1:450] [0:61542398752] [0:0.99648999999999999] [257:13482] [1:37532]
tree_sizes=3244 3305 3316 3321 3327 3322 3332 3323 3316 3329 3336 3342 3329 3327 3346 3346 3341 3356 3350 3345 3351 3350 3365 3352 3344 3367 3344 3347 3331 3363 3359 3357 3364 3348 3345 3375 3347 3354 3359 3366 3311 3362 3332 3342 3380 3351 3347 3345 3368 3346 3317 3369 3338 3330 3361 3363 3343 3339 3365 3358 3357 3347 3365 3354 3368 3355 3340 3364 3363 3352 3334 3342 3357 3368 3356 3369 3362 3347 3366 3385 3373 3395 3381 3343 3369 3360 3351 3364 3343 3366 3349 3369 3351 3372 3353 3349 3383 3367 3391 3346

Tree=0
num_leaves=31
num_cat=0
split_feature=5 1 2 1 4 3 4 3 5 1 6 4 3 5 4 0 5 4 2 4 2 5 2 0 0 0 0 3 3 5
split_gain=82.8012 30.8729 19.221 17.2649 12.0981 13.6032 13.3539 12.0543 10.7346 9.25361 9.80334 9.13774 11.2601 10.8422 8.45468 8.39579 7.60415 7.23514 16.293 7.00716 6.88687 8.01587 6.66643 6.57938 6.31054 7.12896 10.2479 6.22834 5.97823 5.67862
threshold=7215.5000000000009 291.50000000000006 21.387500000000003 407.50000000000006 0.044787000000000007 14767525.500000002 0.16434900000000005 19673197.500000004 10659.500000000002 6.5000000000000009 14.500000000000002 0.070484500000000019 26941957.000000004 10603.500000000002 0.081161500000000011 2071852.5000000002 6734.5000000000009 0.059888000000000004 6.4107470912431106 0.11966550000000002 21.745967741935505 4318.0000000000009 21.023255813953504 8049946.0000000009 4899685.0000000009 1670337.5000000002 716608.50000000012 19999844.500000004 10679412.000000002 9258.5000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 8 9 6 -6 -3 11 -4 15 12 24 19 -7 -11 17 20 -19 29 -9 -22 -14 -16 25 26 -2 -5 -1 -13
right_child=3 7 4 27 5 14 -8 16 -10 10 -12 13 22 -15 23 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6638854289468072 -1.8709284527310639 -1.663885428946807 -1.8953281787268788 -1.781596561174017 -1.5967174695671575 -1.518657408666483 -1.3005848575788859 -1.9103068994076433 -1.8985497050497639 -1.7684496035486403 -1.8201307473173625 -1.8556786239836793 -1.9349777334700784 -1.6126652239447143 -1.7892656197888201 -1.5394734249066628 -1.6851855385879213 -1.582706689405498 -1.8308976522691796 -1.8338713688749195 -1.6435535061075617 -1.8692429453431949 -1.8338157853869619 -1.616615132149682 -1.6732906721649614 -1.8987759660958528 -1.6147313297750052 -1.9017742719826751 -1.7821258267789033 -1.6809517725729695
leaf_weight=5.1642925888299969 3.1225955188274366 5.1642925888299933 2.5220963805913952 4.5637934505939475 3.843194484710696 3.1225955188274375 2.5220963805913925 16.213476732373241 19.215972423553467 2.4019965529441816 3.4828950017690659 2.5220963805913978 13.21098104119301 3.7230946570634833 4.8039931058883649 4.8039931058883667 3.6029948294162741 3.122595518827441 17.29437518119812 16.813975870609283 2.4019965529441825 4.5637934505939484 12.850681558251379 4.0833941400051117 4.20349396765232 5.5245920717716217 3.1225955188274384 78.305087625980377 24.860664322972298 7.0858898311853409
leaf_count=43 26 43 21 38 32 26 21 135 160 20 29 21 110 31 40 40 30 26 144 140 20 38 107 34 35 46 26 652 207 59
internal_value=-1.81875 -1.75248 -1.7045 -1.8621 -1.65004 -1.59757 -1.47938 -1.80894 -1.83213 -1.72303 -1.68238 -1.81445 -1.84458 -1.77243 -1.66021 -1.6158 -1.82481 -1.83635 -1.79294 -1.79494 -1.87458 -1.79142 -1.8851 -1.70994 -1.77847 -1.81603 -1.74283 -1.89516 -1.76179 -1.72682
internal_weight=0 113.975 61.6112 174.265 31.5863 18.3753 6.36529 52.3635 91.396 13.211 10.6889 72.18 42.0349 30.1451 12.01 7.20599 47.1992 43.5962 20.417 26.422 23.1793 6.96579 26.0617 8.88739 15.9733 11.7698 6.24519 82.8689 30.025 9.60799
internal_count=2400 949 513 1451 263 153 53 436 761 110 89 601 350 251 100 60 393 363 170 220 193 58 217 74 133 98 52 690 250 80
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=5 1 1 2 4 2 6 5 0 4 6 4 2 4 3 6 5 6 4 1 0 1 0 6 2 4 3 0 5 6
split_gain=65.4417 23.5134 13.8578 10.9056 10.4701 9.39962 8.86833 8.74224 8.66297 7.88063 10.6595 7.72279 10.3595 7.69455 9.57393 7.71519 7.0852 9.61879 8.48561 7.46267 6.49221 6.25491 6.2445 8.56957 6.32734 6.31358 11.0363 6.19771 8.16213 5.94637
threshold=7608.5000000000009 291.50000000000006 407.50000000000006 15.537749287749252 0.0026285000000000002 14.019230769230751 6.5000000000000009 10659.500000000002 39283310.500000007 0.059888000000000004 148.50000000000003 0.067878000000000008 10.356470588235302 0.070484500000000019 26941957.000000004 101.50000000000001 10519.500000000002 29.500000000000004 0.10553850000000002 155.50000000000003 4899685.0000000009 272.50000000000006 1016131.0000000001 3.5000000000000004 18.838273757628603 0.10785700000000002 52558878.500000007 1670337.5000000002 10517.500000000002 7.5000000000000009
left_child=1 3 7 5 6 11 -3 13 21 -6 -11 12 -1 14 20 16 18 19 -15 -18 27 22 -5 -24 -25 29 -27 28 -2 -26
right_child=2 4 -4 8 9 -7 -8 -9 -10 10 -12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.061859362799280504 -0.036071958240337564 0.018003435349348482 -0.072391624705188007 0.033999230358787214 -0.049797484926504772 -0.11703932008941167 0.27204953034979268 -0.076364852922986448 -0.048092736229469746 0.0076286790077983238 0.21986382697921938 0.14220387960997879 0.12615558919630077 0.11406718646803481 -0.066233868944462787 -0.1163687360156398 -0.077385512212225088 0.28211301506012465 -0.031643779955946118 0.13632466069811985 0.13964453488135037 0.27894235934687267 0.041008776462935929 0.30025487592755895 0.22094501136873335 0.31874635592401523 0.096260888410459697 -0.093444772930352527 0.19707731007982274 0.071689112783721642
leaf_weight=7.2357206940650993 3.6720312014222127 2.9609521850943556 77.366323873400688 6.5709711387753478 24.200819104909897 3.3543172776699057 2.563957579433918 18.128277063369751 2.8103562891483298 21.695736885070804 2.6562172323465338 7.7138046175241461 4.92550328373909 6.0346696376800635 24.493850648403168 2.8923400938510886 2.501946344971655 2.7457724809646606 11.834443196654318 4.709913432598114 4.2568440437316886 2.7534588277339926 6.8645150735974303 3.1146777570247677 3.5234489738941219 4.7638430967926961 4.1910835579037666 4.6445935666561127 2.5402868539094925 11.010240040719507
leaf_count=58 29 24 681 51 206 27 20 160 21 177 20 62 39 47 214 24 20 21 99 36 32 20 52 25 26 33 32 41 20 83
internal_value=0 0.0548048 -0.0414807 0.0935734 0.00545894 0.0378026 0.135899 -0.0144447 0.121982 -0.0093841 0.0307785 0.0639353 0.0142899 0.00151663 -0.0276138 0.0390759 0.0552329 0.122829 0.017565 0.0621841 0.0349753 0.133152 0.123126 0.140625 0.166329 0.14857 0.214619 -0.0060641 0.0592654 0.107874
internal_weight=0 122.91 165.821 68.8319 54.0777 23.2293 5.52491 88.455 45.6026 48.5528 24.352 19.875 12.1612 70.3267 39.6076 30.7191 27.8267 9.95763 17.8691 7.21186 15.1138 42.7922 40.0388 33.4678 26.6033 23.4886 8.95493 10.8569 6.21232 14.5337
internal_count=2400 976 1424 529 447 186 44 743 343 403 197 159 97 583 336 247 223 77 146 56 122 322 302 251 199 174 65 90 49 109
shrinkage=0.1

Tree=2
num_cat=0
split_feature=5 1 1 2 6 5 3 5 4 5 5 6 0 4 3 4 5 5 1 3 4 3 2 2 3 0 4 0 5 0
split_gain=52.408 15.9011 13.593 13.1258 10.9115 8.85978 9.57426 8.06495 6.70687 6.80731 6.64718 6.51697 5.90142 7.45172 7.65407 6.86263 6.99389 6.4136 6.18699 5.85882 5.90247 6.2212 6.21081 9.88686 5.4278 14.2928 6.78163 6.71156 7.16144 5.96878
threshold=7215.5000000000009 501.50000000000006 407.50000000000006 21.387500000000003 6.5000000000000009 6464.5000000000009 430086564.00000006 10681.500000000002 0.021716000000000003 5849.5000000000009 6635.5000000000009 1.5000000000000002 2414788.5000000005 0.050966500000000005 80836689.000000015 0.10553850000000002 4546.5000000000009 3350.0000000000005 272.50000000000006 19999844.500000004 0.095887500000000014 279153513.50000006 21.387500000000003 11.013513513513502 48116080.500000007 3631729.0000000005 0.066156000000000006 3304424.0000000005 10275.000000000002 1670337.5000000002
left_child=1 3 7 4 -1 6 8 11 -5 -10 12 -2 15 -14 -15 16 17 -6 -16 -4 -21 22 23 -22 25 29 -26 -28 -29 -13
right_child=2 -3 19 5 10 -7 -8 -9 9 -11 -12 24 13 14 18 -17 -18 -19 -20 20 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.040719702780400525 -0.088425420851153708 -0.034604205769370948 0.041688658170650449 0.075109756959100132 0.10965971181408485 -0.023772762029227443 -0.026468790519286675 -0.083732876815395707 0.13855769306277227 0.28059201582370008 0.20782601734844769 0.028010335603752868 -0.066310355880237523 -0.035079791117185198 0.24616397421808608 -0.013738452251634975 0.04371952182392938 0.30236232591445145 0.047256529171047182 -0.093109690680960713 -0.042045491612640512 -0.089019219904902955 -0.081682577731419168 0.21966544753768791 -0.061848105812168298 0.12805040318188335 0.11819062832060333 0.11200644442530985 -0.052805897414452102 -0.086342838706651728
leaf_weight=15.66756985336542 7.407784290611743 19.563638135790825 4.4486873447895041 14.356504440307615 3.9493792057037371 5.1331769153475753 4.3269854560494414 13.269444108009337 22.167209357023243 3.9802147671580306 2.7545521780848494 13.663654558360578 7.8621089681983021 4.7675069198012334 2.7332203239202499 4.7276409268379203 5.5509765222668648 3.0694708600640297 3.654912143945694 52.91792219877243 2.7838784754276293 8.037017494440077 3.1050952225923538 2.9980229735374451 17.18610156327486 11.768952764570711 5.4753639549016979 3.4998122081160536 10.687501810491083 6.8541437089443198
leaf_count=127 65 164 38 106 31 37 33 124 152 28 21 107 64 36 20 35 43 22 30 494 26 75 29 28 158 92 42 29 84 60
internal_value=0 0.0481502 -0.0379372 0.063613 0.0297852 0.100672 0.114922 -0.0117616 0.130026 0.160178 0.0580587 0.000715246 0.0466987 0.00825316 0.0608029 0.0889677 0.127597 0.193932 0.132361 -0.0695819 -0.0766694 -0.025264 0.0323934 0.0936565 0.0102666 0.0402003 -0.0159613 0.024146 -0.012149 -0.0101903
internal_weight=0 124.265 164.103 104.701 54.7373 49.9641 44.8309 89.8128 40.5039 26.1474 39.0698 76.5433 36.3152 19.0177 11.1556 17.2975 12.5698 7.01885 6.38813 74.2906 69.8419 16.924 8.887 5.7819 69.1355 32.2868 36.8488 19.6627 14.1873 20.5178
internal_count=2400 949 1451 785 429 356 319 761 286 180 302 637 281 150 86 131 96 53 50 690 652 158 83 54 572 259 313 155 113 167

Tree=3
num_cat=0
split_feature=5 1 1 3 5 6 0 4 5 3 5 0 2 2 0 5 3 4 3 5 5 5 2 2 0 3 2 5 2 4
split_gain=42.3736 13.7696 10.8666 7.62671 6.71038 5.92448 6.39139 5.8005 5.91581 11.2412 5.70848 5.52409 5.37487 7.11511 5.27194 5.1948 5.11479 5.51238 5.25068 4.98123 10.395 4.84641 4.83018 6.47279 4.75744 4.01163 5.28892 13.8297 5.47967 4.25852
threshold=7608.5000000000009 291.50000000000006 407.50000000000006 24970289.000000004 10681.500000000002 878.50000000000011 2678587.5000000005 0.010279500000000002 10519.500000000002 48116080.500000007 10641.500000000002 6760702.0000000009 15.537749287749252 14.019230769230751 39283310.500000007 10597.500000000002 19999844.500000004 0.095887500000000014 279153513.50000006 5718.0000000000009 4866.0000000000009 4994.5000000000009 21.387500000000003 11.013513513513502 905590.00000000012 361912189.00000006 21.745967741935505 4994.5000000000009 11.013513513513502 0.079080500000000012
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internal_value=0 0.0407476 -0.0363042 0.00255085 -0.0126737 -0.0127969 -0.0205746 -0.0012782 0.014667 0.0553661 -0.00322614 0.0353105 0.0681828 0.0293298 0.0862731 0.103167 -0.0657374 -0.072939 -0.0230838 0.0496631 0.0259987 0.0930227 0.0276428 0.0774567 -0.01129 0.0103552 0.0431075 0.0928043 -0.0250291 -0.0353115
internal_weight=0 131.397 156.237 54.926 86.6608 46.9596 44.811 74.2147 55.9984 21.8067 13.0895 9.76443 76.4711 24.2941 52.177 5.38314 69.5759 64.9909 16.5352 21.2888 17.1776 7.96631 9.13378 6.2167 34.1917 26.8213 15.6192 9.03171 6.58747 11.2021
internal_count=2400 976 1424 447 743 389 376 619 460 172 108 79 529 186 343 42 681 643 157 159 128 58 83 54 288 226 129 72 57 97

Tree=4
num_cat=0
split_feature=5 1 1 3 5 4 5 4 4 4 5 2 4 2 2 0 3 4 6 5 1 5 3 6 3 4 3 6 0 0
split_gain=34.3364 11.2297 9.66119 6.85718 5.85907 5.39567 7.16832 8.89988 6.98535 6.56883 8.46096 7.85025 6.52366 6.44127 5.53409 5.26271 5.37018 4.80574 4.64453 7.01317 5.47555 4.54093 8.75235 4.94072 4.51836 5.14275 4.52015 4.44763 4.30595 4.14355
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internal_value=0 0.0354909 -0.033879 0.0474108 -0.0117377 0.0349474 0.0549373 0.0454935 0.0343956 0.0474257 0.0258182 0.118638 0.130303 0.0617372 0.0053639 0.0952484 0.137713 -0.0013568 0.00109393 0.0339193 0.0874726 0.0128398 0.0475642 0.019137 -0.0626133 -0.069853 -0.021567 -0.0345026 -0.0459072 -0.0102969
internal_weight=0 134.598 151.854 115.011 85.7666 91.24 54.4485 50.994 47.6326 42.6902 32.7523 9.93785 6.26717 7.04878 36.7915 23.7712 13.1008 74.0806 26.4851 16.4052 9.81832 56.5207 22.6007 18.6988 66.0878 61.3821 16.2264 19.5865 6.58684 33.92
internal_count=2400 976 1424 807 743 660 377 354 331 291 222 69 41 49 283 147 79 619 181 110 63 460 172 146 681 643 157 169 47 288

Tree=5
num_cat=0
split_feature=5 1 1 2 6 5 5 6 3 5 5 0 3 3 5 6 5 2 2 2 5 5 2 4 4 3 3 4 2 3
split_gain=27.951 9.48046 8.23828 5.72253 7.4165 5.67799 5.30787 5.14357 4.85545 5.47739 5.36398 5.40545 7.1682 6.07242 7.69892 4.87286 4.8265 4.38255 6.14696 7.15799 7.11848 9.13967 5.40781 6.65143 10.5216 4.28415 4.04689 4.86352 4.02162 3.9979
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leaf_count=13 24 6 46 22 29 23 38 26 40 32 22 10 617 22 21 63 30 26 23 37 11 36 29 41 28 39 31 152 17 846
internal_value=0 -0.0120841 -0.00424696 0.00450907 -0.00614686 -0.0169796 0.00241474 0.0269477 -0.0286595 0.000538515 0.0428159 -0.000161073 0.000546819 0.0601266 6.06008e-05 -0.000815216 0.0231766 0.000476293 -0.0124012 0.00138889 0.000355825 -0.0407277 0.00130686 6.03835e-05 0.00211879 -0.0315814 0.0317882 0.00043826 -0.00793982 -0.00340692
internal_weight=0 11.3241 10.5396 9.72132 8.65426 7.72245 5.9768 3.33993 2.63686 142.246 2.31551 139.93 136.619 2.28818 135.355 130.414 4.9411 128.48 3.37096 127.003 123.297 2.7896 120.507 115.773 108.701 7.0714 4.7343 105.467 43.3771 40.0912
internal_count=2400 265 252 206 184 178 149 71 78 2135 46 2089 2057 45 2047 1973 74 1910 53 1884 1847 47 1800 1740 1660 80 60 1632 1015 863

Tree=99
num_cat=0
split_feature=2 5 4 4 3 0 0 2 5 5 6 6 5 5 6 6 4 0 3 2 6 3 0 2 6 1 6 1 0 0
split_gain=0.145597 0.807827 0.792822 1.40107 1.34355 0.69589 1.46677 0.651853 0.698437 1.00739 0.895606 1.6351 1.05789 1.4426 0.968362 1.43942 1.34533 1.06196 1.23518 1.0674 1.78082 1.63668 1.18721 1.37762 1.19605 1.16158 1.04555 0.882042 1.37459 0.898863
threshold=20.522727272727256 379.50000000000006 0.23509850000000002 0.2030585 33223116.500000004 3230844.5000000005 24733091.000000004 21.023255813953504 1563.5000000000002 2063.0000000000005 46.500000000000007 73.500000000000014 3976.0000000000005 6174.0000000000009 18.500000000000004 14.500000000000002 0.16434900000000005 586197.00000000012 1056470.0000000002 26.522727272727256 6.5000000000000009 4691549.5000000009 3672324.5000000005 29.923076923076902 10.500000000000002 226.50000000000003 1.5000000000000002 115.00000000000001 1355309.0000000002 12950532.000000002
left_child=2 -2 3 -1 -4 -6 -7 -3 -9 -10 14 -12 -13 -14 15 17 -17 -11 -19 20 27 -21 26 -24 -25 -22 -23 -20 -29 -30
right_child=1 7 4 -5 5 6 -8 8 9 10 11 12 13 -15 -16 16 -18 18 19 21 25 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0035281104090319898 -0.057753699171414957 0.065034795502483533 -0.11460660813784136 0.068315111390742658 0.049723859762498525 -0.10998616770139114 0.018011892365295965 0.032248205356180899 -0.055745471275573277 -0.075494063981088197 -0.089434028011035546 0.081273801460873263 -0.11774446458914663 0.012981662714872966 0.029194475320740317 -0.085947959433295987 0.031763154590935816 0.094669385582025867 0.063010213773333948 -0.11482551070376941 0.029167615736734223 0.10896701845924538 -0.093013088329170518 0.0064554554987124703 -0.073905642672143473 0.11771949447599844 0.014702015131254074 0.06170711458282005 -0.11438640017673754 -0.0042076013744328468
leaf_weight=59.574385192856425 2.1725967098027459 1.7147788489237417 1.6549777835607518 2.8440716457553199 1.3803695244714616 1.4962403976824137 2.2289723102003336 7.2778087779879561 3.129675079137086 1.55850658728741 2.8770351181738061 1.3254880607128141 1.1356087746098635 3.2891140799038112 14.39745492802467 3.41745477518998 1.356282355263829 1.6022416539490212 1.2390842530876378 1.3106163581833268 3.369392104446888 1.4184573448728786 2.0110952984541681 13.053543326561337 2.1582871694117776 2.6435665647732094 6.9018525410210714 1.1175102186389265 1.7589834342943507 1.2787494636140762
leaf_count=1249 19 18 21 25 16 27 25 58 25 49 58 10 16 63 167 46 14 10 10 22 25 13 39 146 21 31 109 15 38 15
internal_value=0 0.00242544 -0.00377779 -0.000254603 -0.0363064 -0.0109254 -0.0333988 0.00403278 0.00271911 -0.000251277 0.0022578 -0.0278873 0.00290667 -0.0205693 0.00654986 -0.000507622 -0.0525047 0.00548487 0.00865084 0.00504868 0.0306756 -0.00583742 -0.000245271 -0.0152298 -0.00494635 0.068099 0.0307724 -0.0110396 -0.033121 -0.0680061
internal_weight=0 83.5152 69.179 62.4185 6.76056 5.10558 3.72521 81.3426 79.6278 72.35 69.2203 8.62725 5.75021 4.42472 60.5931 46.1956 4.77374 41.4219 39.8634 38.2611 11.4073 26.8539 25.5432 17.2229 15.2118 6.01296 8.32031 5.39433 4.15524 3.03773
internal_count=2400 1037 1363 1274 89 68 52 1018 1000 942 917 147 89 79 770 603 60 543 494 484 134 350 328 206 167 56 122 78 68 53

end of trees

feature_importances:
activityDaysPayer=574
receiptAmount=445
issuerInvoicesAmount=426
relationDays=409
issuerCancelledInvoices=403
relationRecurrence=376
clients12Months=367

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 8]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[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: 1]
[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: 5]
[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:[]