tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=14
objective=binary sigmoid:1
feature_names=age job marital education default balance housing loan contact day month campaign pdays previous poutcome
feature_infos=[18:95] [0:11] [0:2] [0:3] [0:1] [-3058:81204] [0:1] [0:1] [0:2] [1:31] [0:11] [1:63] [-1:854] [0:58] [0:3]
tree_sizes=3407 3423 3421 3418 3432 3428 3440 3434 3431 3445 3437 3425 3445 3450 3419 3445 3430 3430 3450 3434 3446 3435 3419 3415 3417 3449 3425 3444 3445 3420 3444 3440 3442 3403 3419 3431 3432 3426 3441 3404 3442 3438 3436 3412 3435 3447 3438 3421 3440 3424 3440 3424 3427 3417 3414 3432 3441 3427 3418 3425 3425 3416 3418 3443 3408 3398 3406 3433 3409 3386 3408 3413 3406 3410 3416 3403 3406 3400 3412 3430 3409 3400 3420 3403 3401 3405 3408 3426 3406 3399 3415 3383 3407 3403 3399 3437 3412 3387 3397 3402

Tree=0
num_leaves=31
num_cat=0
split_feature=8 12 14 0 6 10 2 9 10 5 12 10 6 10 5 12 10 0 11 9 10 9 10 9 9 10 10 7 9 0
split_gain=585.498 240.262 304.887 126.698 120.548 92.991 70.3617 60.3206 35.6482 35.529 32.9229 32.4667 41.2637 30.6176 29.2627 28.7595 26.8942 23.2845 18.5252 17.7767 16.0057 18.0981 16.5841 14.2318 14.0841 13.3121 18.5907 14.0117 11.5615 11.4279
threshold=1.5000000000000002 9.5000000000000018 1.5000000000000002 60.500000000000007 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 5.5000000000000009 4.5000000000000009 247.50000000000003 374.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1465.0000000000002 97.500000000000014 1.0000000180025095e-35 30.500000000000004 5.5000000000000009 18.500000000000004 5.5000000000000009 23.500000000000004 7.5000000000000009 4.5000000000000009 20.500000000000004 9.5000000000000018 7.5000000000000009 1.0000000180025095e-35 28.500000000000004 30.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 8 -1 16 15 12 -9 29 19 -6 -8 -11 25 -13 21 -18 -22 -10 -14 26 27 -3 -16 -2
right_child=13 2 -4 -5 10 -7 9 11 23 17 -12 14 24 -15 28 -17 20 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11370206726529022 -0.14259915421267916 -0.048940090498407973 -0.020513886735049294 -0.044731961727386318 -0.064718652556172984 -0.040101782519842963 -0.041206058953494759 -0.043116457183712362 -0.03333971329965757 -0.06813143636291466 -0.033858373452657825 -0.1302343259927618 -0.14161845373688353 -0.066041235946323634 -0.1091714553480039 -0.13451393040833359 -0.12298680511007035 -0.099664244798153501 -0.15582995276655109 -0.15061760215093861 -0.040947897030492383 -0.17654382121778694 -0.11656845972641722 -0.098933309823113713 -0.059163802317540252 -0.027833271341971513 -0.098803139924234507 -0.12836797820717302 -0.15702395166043709 -0.1641033309289108
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leaf_count=212 296 310 836 298 65 173 42 95 119 425 39 927 123 35 529 665 219 525 21 799 37 89 136 46 25 105 134 24 56 1524
internal_value=-0.108742 -0.0956095 -0.0681289 -0.108005 -0.0973336 -0.112125 -0.114954 -0.123928 -0.0865337 -0.0970979 -0.12351 -0.129448 -0.0946265 -0.158822 -0.133109 -0.128299 -0.11806 -0.0855575 -0.0634458 -0.13967 -0.124771 -0.138463 -0.100395 -0.0516264 -0.12769 -0.06006 -0.0672903 -0.0546475 -0.113752 -0.160606
internal_weight=2225.66 1763.28 548.128 1215.15 339.745 1140.87 1097.75 730.588 93.9719 367.164 191.683 636.616 60.5708 462.382 576.045 181.962 130.364 236.799 148.062 430.227 119.895 76.7728 43.1224 41.1283 36.8908 142.827 116.655 83.2536 145.819 453.658
internal_count=8929 7074 2199 4875 1363 4577 4404 2931 377 1473 769 2554 243 1855 2311 730 523 950 594 1726 481 308 173 165 148 573 468 334 585 1820
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=8 12 14 0 6 10 2 9 10 5 12 10 6 10 5 12 10 0 5 7 9 10 9 10 9 9 9 6 0 10
split_gain=529.852 216.443 273.833 114.067 108.621 83.7359 63.5531 54.494 32.0803 32.0289 29.673 29.352 37.1534 27.7425 26.6768 25.9635 24.2363 20.9456 17.3357 15.9196 16.0513 14.4812 16.4712 14.9269 13.0908 12.7792 12.7172 10.7774 10.657 11.5562
threshold=1.5000000000000002 9.5000000000000018 1.5000000000000002 60.500000000000007 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 5.5000000000000009 4.5000000000000009 247.50000000000003 374.50000000000006 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 659.50000000000011 97.500000000000014 1.0000000180025095e-35 30.500000000000004 300.50000000000006 1.0000000180025095e-35 16.500000000000004 5.5000000000000009 23.500000000000004 7.5000000000000009 18.500000000000004 4.5000000000000009 20.500000000000004 1.0000000180025095e-35 27.500000000000004 7.5000000000000009
left_child=1 3 4 5 18 6 7 8 -1 16 15 12 -9 28 24 -6 -8 27 -3 20 -16 22 -18 -23 -13 -10 -14 -11 29 -2
right_child=13 2 -4 -5 10 -7 9 11 25 17 -12 14 26 -15 19 -17 21 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0047135726747480422 0.021512607609509668 0.015153765838096807 0.083570330355815722 0.060655817907338233 0.041740019693808736 0.065036744499100171 0.063991928308125431 0.062184385495480138 0.071434576887534379 0.04815562332237866 0.070943855104305772 -0.022807390387497715 -0.031298678672433536 0.040487831003795743 0.011849366258582524 -0.024522842407556422 -0.013544187539630381 0.0086195053395695994 0.053466450541454436 -0.041375290624636261 -0.016788449139601962 0.064236191885874941 -0.064731147443713777 -0.0074386738301287659 -0.042492283753183674 0.0093132095693775931 0.046998434306775527 0.012191318089942074 -0.051570083141121825 -0.042522828549220348
leaf_weight=52.829070329666138 10.446802228689192 40.687863305211067 208.97801274061203 74.462743818759918 16.232995688915253 43.23261721432209 10.49554395675659 23.738965317606926 29.741734936833382 77.65984508395195 9.747206434607504 177.24736368656158 30.596334457397461 8.7404662370681745 83.709749802947044 165.50023473799229 54.543488413095474 130.92461340129375 107.62264765799046 35.106897711753845 117.76499238610268 9.2461235076189023 22.077525928616524 33.884761810302734 161.3332804441452 11.47190600633621 6.2445338815450659 28.466952860355377 419.98487503826618 21.639804616570473
leaf_count=212 42 163 836 298 65 173 42 95 119 311 39 712 123 35 336 665 219 525 431 141 473 37 89 136 649 46 25 114 1691 87
internal_value=-2.92972e-06 0.0124713 0.0385329 0.000698096 0.010834 -0.00321715 -0.00590682 -0.0144443 0.0210799 0.0110563 -0.0140456 -0.0196993 0.0134046 -0.0477423 -0.023186 -0.018604 -0.00886269 0.0220008 0.0429557 -0.010304 -0.00488986 -0.015248 -0.0282932 0.00792653 -0.0321872 0.054143 -0.0180273 0.0385087 -0.0494482 -0.0216741
internal_weight=2224.36 1763.55 548.769 1214.78 339.791 1140.32 1097.08 729.785 94.0427 367.299 191.48 635.742 60.5798 460.812 575.162 181.733 130.247 237.051 148.311 236.582 201.475 119.752 76.621 43.1309 338.581 41.2136 36.8409 106.127 452.071 32.0866
internal_count=8929 7074 2199 4875 1363 4577 4404 2931 377 1473 769 2554 243 1855 2311 730 523 950 594 950 809 481 308 173 1361 165 148 425 1820 129
shrinkage=0.05

Tree=2
num_cat=0
split_feature=8 10 12 14 0 6 2 9 10 5 10 6 10 6 10 5 12 12 10 10 9 9 10 10 10 5 0 9 9 12
split_gain=480.068 196.411 140.421 232.126 90.2519 72.8709 57.4311 49.258 29.6823 30.1641 28.9476 26.6642 26.5429 33.5234 25.1676 24.7044 22.8338 25.6322 16.8095 15.611 16.2311 14.6511 14.6122 14.587 15.5421 15.7005 12.8854 11.5402 11.4917 10.7073
threshold=1.5000000000000002 9.5000000000000018 9.5000000000000018 1.5000000000000002 60.500000000000007 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 291.50000000000006 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1465.0000000000002 97.500000000000014 374.50000000000006 7.5000000000000009 5.5000000000000009 23.500000000000004 18.500000000000004 7.5000000000000009 4.5000000000000009 2.5000000000000004 723.50000000000011 30.500000000000004 4.5000000000000009 20.500000000000004 101.50000000000001
left_child=1 2 4 5 6 18 7 10 11 19 -1 -8 13 -9 -2 21 -7 -18 23 20 -10 -14 -21 24 -4 -26 -11 -12 -15 -20
right_child=14 -3 3 -5 -6 16 8 12 9 26 27 -13 15 28 -16 -17 17 -19 29 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0044791495007542306 -0.047198892373955248 0.068920622507781304 0.05369190512863712 0.077434886913202342 0.058514895280465842 0.043527504977397172 0.078379135584293144 0.059051998513801912 -0.012571711592386717 0.032474286064308668 0.067868003043318859 -0.0042745606487541972 -0.019547214663151739 -0.029808720511215737 0.038426730008698763 -0.0042813989757828335 -0.025559151296394134 0.070583993564054134 0.03615661769079323 0.061268355187402861 -0.061978030452654223 -0.03809301462763752 -0.0055464015049650154 0.074601895583652295 -0.032329994909819734 0.047975569007020026 0.0065671424922093477 0.0088435705787060746 0.044609914944003834 -0.020059406383646405
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leaf_count=212 1820 556 132 667 231 59 112 95 230 336 119 60 927 123 35 585 642 29 60 42 95 799 149 116 58 42 449 46 25 78
internal_value=-4.76643e-06 0.0118567 0.00697331 0.0300261 -0.00240862 0.00395467 -0.00561888 -0.0137448 0.0105041 0.00532996 0.0200283 0.0495567 -0.0187489 0.0127458 -0.0455659 -0.0220689 -0.0161055 -0.0213801 0.0339346 -0.0135192 -0.0269195 -0.0281168 0.00918404 0.0456457 0.0311645 0.0014137 0.0176673 0.0514322 -0.0171602 0.00438481
internal_weight=2220.79 1762.05 1623.15 469.505 1153.64 302.92 1095.9 728.655 367.24 324.276 94.0308 42.9638 634.625 60.5189 458.737 574.106 181.485 166.737 121.435 128.284 80.6696 428.433 47.6139 86.9683 57.9748 24.9822 195.993 41.2161 36.7711 34.467
internal_count=8929 7074 6518 1883 4635 1216 4404 2931 1473 1301 377 172 2554 243 1855 2311 730 671 486 516 325 1726 191 348 232 100 785 165 148 138

Tree=3
num_cat=0
split_feature=8 12 14 0 6 10 0 5 9 10 6 5 12 10 9 10 12 11 9 9 5 5 10 0 9 9 6 10 10 0
split_gain=435.372 177.806 227.02 92.3897 89.0973 67.4654 53.5653 46.8392 33.8297 30.3465 33.8345 29.5133 24.518 22.853 21.3331 20.9643 20.1193 16.3938 16.2503 12.8751 12.8472 11.6911 11.2175 9.97117 9.41593 12.8962 9.07678 8.94348 8.78 11.5719
threshold=1.5000000000000002 18.500000000000004 1.5000000000000002 60.500000000000007 1.0000000180025095e-35 9.5000000000000018 30.500000000000004 1503.5000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 228.50000000000003 436.50000000000006 8.5000000000000018 27.500000000000004 4.5000000000000009 97.500000000000014 5.5000000000000009 13.500000000000002 20.500000000000004 33.500000000000007 300.50000000000006 1.0000000180025095e-35 30.500000000000004 21.500000000000004 28.500000000000004 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 33.500000000000007
left_child=1 3 4 5 17 6 11 8 15 10 -10 22 16 23 20 -8 -6 21 27 -12 -11 -3 -1 -2 -18 -26 -13 -9 29 -22
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internal_value=-5.68336e-06 0.0112836 0.0350357 0.000644201 0.00968191 -0.00287743 -0.00528915 -0.0106943 -0.0176955 -0.0204089 0.0163205 0.0172894 -0.0130406 -0.0435273 -0.0237864 0.0305567 -0.0162949 0.0387989 0.00819717 -0.0149524 -0.0195061 0.0419954 -0.00725127 -0.045092 -0.0211546 0.0175143 0.031475 0.0252441 -0.0143942 -0.01129
internal_weight=2215.28 1759 544.167 1214.83 336.668 1140.44 1097.29 885.344 645.954 611.563 51.5011 211.945 189.099 456.276 560.062 34.391 183.116 147.57 239.391 32.2798 469.696 142.334 77.6364 447.526 168.618 14.3984 134.309 88.2589 339.829 295.713
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Tree=4
num_cat=0
split_feature=8 10 6 12 10 10 10 14 0 5 12 9 10 8 0 13 12 2 0 9 10 9 10 10 0 10 14 12 14 12
split_gain=395.175 163.676 118.879 146.388 92.658 85.6929 57.7967 43.2398 42.4452 35.776 29.4279 24.43 20.7703 18.1858 19.7109 19.1914 23.9848 19.8118 18.0607 17.9307 15.2388 13.267 13.0118 14.1838 11.6936 10.6565 10.1631 20.4619 19.1761 9.67907
threshold=1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 1.5000000000000002 60.500000000000007 612.00000000000011 371.50000000000006 16.500000000000004 8.5000000000000018 1.0000000180025095e-35 59.500000000000007 3.5000000000000004 187.50000000000003 1.5000000000000002 25.500000000000004 28.500000000000004 7.5000000000000009 18.500000000000004 4.5000000000000009 3.5000000000000004 36.500000000000007 7.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 185.50000000000003
left_child=1 2 3 4 -1 8 25 20 9 18 13 -8 -2 14 15 17 -17 26 -6 -11 22 24 23 29 -20 -7 -4 -28 -29 -5
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leaf_count=261 1820 556 249 108 29 277 48 485 117 624 48 211 35 165 41 125 114 696 233 91 138 479 116 31 284 135 1180 77 63 93
internal_value=-5.99745e-06 0.0107449 0.00628314 0.0178867 0.00619987 0.000309151 0.0310117 0.0514401 -0.0108167 -0.0147627 -0.00955689 -0.00617781 -0.0416158 -0.0109374 -0.00884342 -0.0099748 0.0171098 -0.0128286 -0.0268318 0.00242293 0.0303892 -0.0291153 0.0415614 0.0278802 -0.0179934 0.0543024 -0.0190971 -0.0155859 0.0207576 0.0376035
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Tree=5
num_cat=0
split_feature=8 10 6 12 10 10 10 14 0 5 12 9 10 8 0 13 14 2 0 9 14 12 10 9 7 12 0 9 10 12
split_gain=358.907 148.757 107.613 133.139 84.0109 77.464 52.2091 39.9641 38.4286 32.4458 26.6975 22.0774 18.8893 16.4963 17.8191 17.5724 24.8152 18.5446 16.3275 16.2291 13.8626 18.5694 13.822 12.1358 11.907 11.3372 10.6067 10.5834 9.70924 9.58136
threshold=1.5000000000000002 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 1.5000000000000002 60.500000000000007 612.00000000000011 371.50000000000006 16.500000000000004 8.5000000000000018 1.0000000180025095e-35 59.500000000000007 2.5000000000000004 1.5000000000000002 1.5000000000000002 25.500000000000004 28.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 18.500000000000004 1.0000000180025095e-35 111.50000000000001 36.500000000000007 3.5000000000000004 7.5000000000000009 101.50000000000001
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leaf_count=5559 73 26 16 27 26 36 17 28 30 220 23 29 25 36 48 39 30 22 18 305 26 33 19 207 293 24 848 19 87 740
internal_value=3.54511e-06 0.000122572 0.0151875 -0.00860185 -0.0374505 0.0327516 0.0143137 -3.9426e-05 0.00696961 0.0110178 0.00416029 0.00759521 0.00358455 0.0216565 -0.00266825 -0.0131333 0.00171523 0.0180341 0.0184507 -0.000414169 0.00204654 -0.00158016 -0.00139311 0.00165699 -0.00426285 0.0035573 0.00154081 -0.00338237 -0.0315969 0.00810818
internal_weight=1687.25 1674.09 17.8104 7.56463 5.24421 10.2458 6.4584 1656.28 84.06 77.6754 57.5106 53.5505 47.814 12.2908 35.5232 23.7529 15.4475 9.28357 11.7702 1572.22 505.472 1066.75 1060.42 499.666 121.42 378.247 338.885 193.688 18.9075 145.197
internal_count=8929 8856 148 69 42 79 43 8708 548 518 298 275 246 64 182 116 77 47 66 8160 2549 5611 5578 2523 598 1925 1718 954 106 764

Tree=99
num_cat=0
split_feature=11 10 10 5 5 9 10 8 0 12 12 12 10 9 3 1 12 9 2 5 9 9 13 12 12 0 9 12 14 14
split_gain=1.17752 1.18777 6.92758 3.66744 3.96654 3.4106 2.95902 5.88156 6.37452 2.7798 6.1774 8.89131 5.79794 4.73237 3.03623 3.86098 3.13187 3.5582 3.75592 2.86169 2.84614 2.81372 2.66726 2.65145 5.36881 7.06085 5.7819 4.59184 3.94742 4.10181
threshold=17.500000000000004 7.5000000000000009 6.5000000000000009 2816.5000000000005 3841.0000000000005 2.5000000000000004 5.5000000000000009 1.5000000000000002 27.500000000000004 343.50000000000006 185.50000000000003 173.50000000000003 3.5000000000000004 3.5000000000000004 1.5000000000000002 5.5000000000000009 190.50000000000003 7.5000000000000009 1.5000000000000002 138.50000000000003 10.500000000000002 1.5000000000000002 3.5000000000000004 84.500000000000014 99.500000000000014 62.500000000000007 20.500000000000004 105.50000000000001 1.5000000000000002 2.5000000000000004
left_child=1 2 6 5 -5 -4 9 -8 -9 10 11 21 -13 -12 16 19 -15 -18 -19 -16 -11 -1 -14 28 25 -25 27 -26 -23 -30
right_child=-2 -3 3 4 -6 -7 7 8 -10 20 13 12 22 14 15 -17 17 18 -20 -21 -22 23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.03620710313083008 -0.025623202830290143 -0.0015743400868052622 -0.015010522272150465 -0.049644616625580382 0.023127176301816415 0.042269763885508932 0.019810690288701777 0.040997843781711951 -0.0033090403395913191 0.05482847398756855 -0.047359619064610885 0.051449946397804286 0.026087228958418501 -0.058054823559722739 -0.055132162870468016 0.042546130769987929 -0.047424723370686914 0.0097932984489377817 -0.032863740736320403 0.0024975617959962981 0.0057749574207320064 -0.034529226521854688 -0.046149803515073223 0.041888752911785322 -0.063093451299823966 -0.044881140155784115 0.035821620713698404 -0.0041130804890907565 0.047342165371706296 -0.0016960652005686958
leaf_weight=5.0975612550973883 4.4704081565141669 663.25796699523926 2.9920384623110357 3.035796593874692 4.8866867236793041 19.769263565540314 55.289547901600599 8.7770218700170499 108.10407464206219 4.3725516237318507 10.195456117391585 13.45934645086527 2.4834600314497939 4.5219686366617671 2.6184490025043514 5.1529670171439639 6.0717844367027309 15.47230799496174 7.7426074966788283 12.147540256381033 9.1343033127486688 9.1032633036375028 2.6323346942663193 17.103100165724758 4.7481023073196438 2.717000287026166 5.956798940896987 10.820022635161875 4.2920191176235667 659.85698478668928
leaf_count=27 45 3600 20 22 36 147 334 37 599 36 53 117 25 29 12 30 32 88 38 66 74 45 20 138 31 20 33 56 32 3087
internal_value=4.17522e-06 7.22951e-05 0.00114454 0.0245418 -0.00475807 0.0347401 0.000417814 0.00637415 1.81229e-05 -0.000839397 -0.00121814 7.29404e-05 0.0342279 -0.0161293 -0.010203 0.00528227 -0.0193264 -0.0133466 -0.00443362 -0.0077219 0.021655 -0.00080859 -0.0110824 -0.00107264 0.0112175 0.0299941 -0.00607183 -0.0221014 -0.00182739 -0.00137916
internal_weight=1686.28 1681.81 1018.55 30.6838 7.92248 22.7613 987.871 172.171 116.881 815.7 802.193 738.27 18.5751 63.9231 53.7276 19.919 33.8087 29.2867 23.2149 14.766 13.5069 719.695 5.11579 714.597 41.345 19.8201 21.5249 15.5681 673.252 664.149
internal_count=8929 8884 5284 225 58 167 5059 970 636 4089 3979 3631 162 348 295 108 187 158 126 78 110 3469 45 3442 278 158 120 87 3164 3119

end of trees

feature_importances:
month=506
day=461
balance=431
age=385
pdays=358
campaign=183
job=112
marital=97
contact=92
poutcome=90
education=87
housing=78
previous=70
loan=49
default=1

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: 0.05]
[num_leaves: 31]
[num_threads: 12]
[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:[]