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Tree=1
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Tree=2
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Tree=3
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Tree=7
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internal_value=-0.000232126 -0.00760467 -0.000145165 -0.000755602 -0.00147148 0.000615816 0.000946353 -0.0129549 0.000661941 -0.00293282 -0.0157752 0.000193296 0.0186382 0.00617504 -0.00143855
internal_weight=139107 1621.67 137485 76288.7 50689.8 61196.5 55982.1 961.783 25598.9 5214.43 838.208 659.887 53.6358 123.575 606.252
internal_count=585546 10049 575497 322907 218921 252590 231377 6595 103986 21213 5974 3454 281 621 3173

Tree=396
num_cat=0
split_feature=19 8 8 12 28 16 15 17 33 7 9 9 55 34 33
split_gain=56.2079 37.1054 52.7366 67.0505 39.2906 37.2721 26.9708 20.1023 16.2623 13.5475 16.482 8.96534 10.1192 9.91606 7.65548
threshold=-0.01939989440143108 0.02002732735127211 0.034247294068336494 0.33633472025394445 0.10386175289750101 -0.011027826927602289 0.014196887146681549 -0.88788172602653492 -0.38270293176174158 0.02855654247105122 0.005447592120617629 -0.0015171670820564029 -1.3523752093315122 -1.1530599594116209 -0.39006428420543665
left_child=6 4 3 -3 5 -2 11 -6 -4 10 -8 12 -1 -13 -11
right_child=1 2 8 -5 7 -7 9 -9 -10 14 -12 13 -14 -15 -16
leaf_value=0.041046241518419874 0.00020167212977966538 -0.0027655273159859833 0.0019313497326667111 0.0047232375583627258 -0.014079633727094762 0.0023826821423494548 -0.026575394063788782 -0.0022339117575826779 -0.00024490724200818936 -0.0093611462986179089 -0.011583393478642458 -0.01111464398851624 0.0033244248861759146 -0.00045908128410759169 0.0062705156212706286
leaf_weight=12.396996967494486 44133.300561800599 24551.389490820467 6435.9200336784124 2074.5849904119968 240.1209568977356 17511.23755120486 177.19962403178215 5046.6338424384594 37534.595832817256 222.87561622262001 347.271124958992 224.94243878126144 138.48183898627758 368.89466203004122 64.674447849392891
leaf_count=57 183037 109123 26508 8823 1187 73343 1395 20342 154024 1243 2070 1507 643 1923 321
internal_value=-0.000222918 -0.000137366 -0.00077711 -0.00218203 0.000537411 0.000821227 -0.00778092 -0.00277194 7.36293e-05 -0.012823 -0.0166486 -0.00228313 0.00642385 -0.00449535 -0.00584534
internal_weight=139085 137528 70596.5 26626 66931.3 61644.5 1556.74 5286.75 43970.5 812.021 524.471 744.716 150.879 593.837 287.55
internal_count=585546 576387 298478 117946 277909 256380 9159 21529 180532 5029 3465 4130 700 3430 1564

Tree=397
num_cat=0
split_feature=19 8 7 48 28 16 11 47 7 17 9 14 34 7 18
split_gain=52.0762 34.6266 42.8889 54.368 38.2886 34.9359 27.7394 19.4067 15.2731 14.3204 13.5741 8.82967 9.43946 8.5835 6.93685
threshold=-0.01939989440143108 0.016795035451650623 0.06348788365721704 -0.72574174404144276 0.10434912145137788 -0.011027826927602289 0.10846765711903573 -0.58639261126518238 0.02855654247105122 -0.88788172602653492 0.005447592120617629 0.011373974382877352 -1.155852138996124 0.025434743613004688 -0.017998257651925084
left_child=6 4 3 -3 5 -2 11 -4 10 -6 -8 13 -13 -1 -10
right_child=1 2 7 -5 9 -7 8 -9 14 -11 -12 12 -14 -15 -16
leaf_value=0.0054225621601557573 0.00027616225233582784 -0.0034510382223808512 0.0028444141003558798 -0.00054765321702666741 -0.01269585839724 0.0025389738710474593 -0.026496080113850656 8.4414941895934534e-05 -0.0025040722788973913 -0.0023512420950310324 -0.012423593726343203 -0.014425236257971612 -0.0015398063626780201 -0.009203438617682724 -0.018904363553973444
leaf_weight=296.07045475393534 41646.769144043326 14441.412734806538 5086.0988022238016 36153.871626511216 224.46679279208183 14794.956918522716 162.96863116323948 20528.182758137584 233.66007132083178 4642.5227922946215 335.33401335775852 144.79984679073095 244.66160775721073 81.975214406847954 50.115163505077362
leaf_count=1425 171935 68127 20768 151075 1114 61388 1313 83276 1301 18704 2012 1106 1363 392 247
internal_value=-0.000214062 -0.000131895 -0.000701195 -0.00137637 0.000575771 0.000869309 -0.00750593 0.000632454 -0.0128077 -0.00282834 -0.017026 -0.00210356 -0.00633055 0.00225107 -0.00540039
internal_weight=139068 137518 76209.6 50595.3 61308.7 56441.7 1549.59 25614.3 782.078 4866.99 498.303 767.507 389.461 378.046 283.775
internal_count=585546 576387 323246 219202 253141 233323 9159 104044 4873 19818 3325 4286 2469 1817 1548

Tree=398
num_cat=0
split_feature=19 8 8 48 51 7 11 48 24 7 9 14 34 2 5
split_gain=48.2394 31.9855 46.1428 85.7098 30.7714 27.2674 25.8882 15.7799 14.5575 14.4007 13.0426 8.17083 8.83424 8.01911 7.9745
threshold=-0.01939989440143108 0.02002732735127211 0.034247294068336494 1.0000000180025095e-35 -0.087628129869699464 -0.07281885668635367 0.10846765711903573 -1.1074660718441007 -1.8279041051864622 0.02855654247105122 0.005447592120617629 0.011373974382877352 -1.155852138996124 -0.0039219683967530719 1.7403563857078554
left_child=6 4 3 -3 8 -6 11 -4 -2 10 -8 13 -13 -1 -11
right_child=1 2 7 -5 5 -7 9 -9 -10 14 -12 12 -14 -15 -16
leaf_value=-0.0024587447165254459 -0.0023105555477443865 -0.0037203062960506857 0.002808303474397819 0.0010253181192761964 -0.0022707002178728179 0.00043708545967561607 -0.025895186835355171 -0.00013536695543859092 0.0013246094395929534 -0.0012606539532495698 -0.012004762234549689 -0.013984025544765291 -0.0014793019772800587 0.0095026736239473466 -0.016645837859134403
leaf_weight=232.29472410678864 1843.9122462645173 17156.759975939989 3137.610114403069 9439.5051961988211 9684.109287545085 15432.571666166186 160.13826940953732 40831.111221536994 39978.660619743168 210.71457327902317 333.1963082998991 143.42213769257069 244.48534032702446 146.06499181687832 72.43302783370018
leaf_count=1091 7717 78526 13629 39420 39219 64790 1313 166903 166183 1106 2012 1106 1363 726 442
internal_value=-0.000205563 -0.000126647 -0.000720835 -0.002036 0.000499726 -0.000606942 -0.00723937 7.46935e-05 0.00116434 -0.0123868 -0.0165136 -0.00202336 -0.00610271 0.00215894 -0.00519639
internal_weight=139047 137504 70565 26596.3 66939.3 25116.7 1542.75 43968.7 41822.6 776.482 493.335 766.267 387.907 378.36 283.148
internal_count=585546 576387 298478 117946 277909 104009 9159 180532 173900 4873 3325 4286 2469 1817 1548

Tree=399
num_cat=0
split_feature=48 3 8 12 34 28 13 7 24 17 34 28 45 50 46
split_gain=45.5423 37.0923 29.3514 44.3832 36.6322 33.3333 31.7244 29.2559 28.8948 17.4245 11.712 11.2978 10.0583 9.3407 9.05573
threshold=-2.2526392936706539 -0.0054165220353752366 0.02002732735127211 -0.27632074058055872 -1.4063199758529661 0.10386175289750101 0.0070586644578725108 0.029750221408903602 -1.3007550835609434 -0.88788172602653492 1.5971392989158633 0.002433847752399743 -0.0075411000289022914 -0.15185895562171933 -0.013806858099997042
left_child=1 11 5 6 -5 8 -4 10 -2 -7 -3 12 -1 -13 -9
right_child=2 7 3 4 -6 9 -8 14 -10 -11 -12 13 -14 -15 -16
leaf_value=0.015035830523302778 -0.0015000000666121058 -0.012784941726928643 0.0002172199695780352 -0.005792913123944715 -0.00029704256731676482 -0.013156741644806414 -0.0078736221017318749 -0.015701703539869157 0.0010780027719645812 -0.0020689743988857464 -0.024513604738066797 -0.0090328763934378054 -0.0028277144842335446 0.028196332451451381 0.006031064458496568
leaf_weight=55.540325827896595 7994.4965096563101 567.77113091945648 1176.9852283746004 2000.0644923150539 65140.503469035029 237.4411887973547 2272.5847438871861 38.116510488092899 53561.559015072882 5047.333652690053 179.22622984647751 14.894478306174276 548.37106351554394 39.060636445879936 157.17498018592596
leaf_count=250 33155 3798 5097 8692 273228 1187 11186 200 222602 20350 1712 80 2923 201 885
internal_value=-0.000197396 -0.00690663 -0.000119278 -0.000688106 -0.00046076 0.000481457 -0.00511305 -0.0119952 0.000743189 -0.00256714 -0.015599 0.000381969 -0.00118485 0.0179191 0.00178932
internal_weight=139031 1600.16 137431 70590.1 67140.6 66840.8 3449.57 942.289 61556.1 5284.77 746.997 657.867 603.911 53.9551 195.291
internal_count=585546 10049 575497 298203 281920 277294 16283 6595 255757 21537 5510 3454 3173 281 1085

end of trees

feature_importances:
Column_6=491
Column_28=408
Column_7=356
Column_17=284
Column_8=258
Column_48=258
Column_9=214
Column_23=208
Column_0=196
Column_55=160
Column_16=146
Column_24=138
Column_21=128
Column_5=124
Column_12=121
Column_1=120
Column_34=112
Column_26=110
Column_33=109
Column_18=108
Column_46=103
Column_35=98
Column_31=93
Column_11=91
Column_25=88
Column_49=87
Column_51=87
Column_4=85
Column_45=84
Column_20=79
Column_19=74
Column_47=74
Column_3=73
Column_14=73
Column_13=71
Column_2=64
Column_37=63
Column_50=62
Column_27=61
Column_29=61
Column_53=49
Column_38=43
Column_52=42
Column_22=39
Column_15=26
Column_44=21
Column_43=17
Column_54=12
Column_32=5
Column_10=1
Column_42=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: 0.04]
[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=0.04 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=1551 1562 1566 1558 1565 1554 1471 1548 1544 1569 1566 1571 1572 1558 1283 1583 1575 1580 1575 1582 1572 1559 1559 1559 1468 1454 1456 1460 1462 1373 1288 1569 1643 1287 1562 1551 1653 1573 1655 1654 1565 1287 1466 1551 1638 1644 1552 1461 1552 1562 1553 1476 1560 1547 1556 1554 1555 1473 1477 1373 1472 1476 1471 1474 1562 1565 1655 1470 1467 1477 1644 1472 1591 1649 1550 1659 1663 1477 1476 1469 1466 1468 1580 1578 1570 1579 1684 1474 1473

Tree=0
num_cat=0
split_feature=45 47 3 17 24 25 46 20 18 0 21 15 13 17
split_gain=0.258347 1.70646 16.6571 1.17717 8.16816 0.0384976 0.461323 3.39514 0.0168724 0.0110115 0.0123044 0.0105848 0.00756603 0.00366501
threshold=-0.51951625943183888 -1.2508260011672971 -0.14544966816902158 -0.81910756230354298 1.2905586361885073 2.1481364965438847 0.25042182207107549 0.024428648874163631 0.87563443183898937 0.085140887647867217 5.6251695156097421 -2.1781626939773555 -0.94914415478706349 -0.3630890548229217
left_child=1 2 -1 4 -3 9 11 -8 -5 12 -11 -7 -2 -4
right_child=5 3 13 8 -6 6 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.038658013961324005 0.00014531291488822966 0.00019008732481152888 -3.7715109831737848e-05 0.0001388052751063125 0.026246034094144194 0.00098959593799882251 0.0092238777367335337 0.00011578900059510472 -9.2680769375985434e-05 8.7837866145679369e-05 -0.0001770417054273743 0.00011100039398694387 0.000108655921854246 0.00032730417547368343
leaf_weight=20 9173 154 78 3414 22 22 75 516 591 33062 283 7955 503759 101
leaf_count=20 9173 154 78 3414 22 22 75 516 591 33062 283 7955 503759 101
internal_value=0.000111599 0.000417596 0.00403656 0.000245346 0.00344708 0.000109183 0.000193314 0.00127164 0.000104646 0.000107863 8.55898e-05 0.000113423 0.000109311 0.000168245
internal_weight=559225 4380 199 4181 176 554845 8568 591 4005 546277 33345 7977 512932 179
internal_count=559225 4380 199 4181 176 554845 8568 591 4005 546277 33345 7977 512932 179

Tree=1
num_cat=0
split_feature=45 47 3 17 33 25 1 45 2 14 13 51 14 17
split_gain=0.238093 1.57268 15.3512 1.08488 9.02215 0.0354794 0.388258 8.84774 0.0278931 0.0125259 0.0104572 0.00922263 0.00524202 0.00337767
threshold=-0.51951625943183888 -1.2508260011672971 -0.14544966816902158 -0.81910756230354298 -0.085239645093679414 2.1481364965438847 0.16478657722473147 0.063683640211820616 0.62643620371818554 -2.343602061271667 0.33915945887565618 3.223071932792664 -2.343602061271667 -0.3630890548229217
left_child=1 2 -1 4 -3 10 9 -8 -5 -7 12 -12 -2 -4
right_child=5 3 13 8 -6 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.037003788240253924 8.4542177566810178e-05 0.028494624871382258 -0.00014411165462194895 8.8309911168198425e-06 -4.144262194947656e-05 0.00095494668306359519 0.021525340673570099 -6.3080553298393253e-05 -0.00069208988301476006 -8.2924517658458182e-07 -2.6541064046873747e-05 7.4645990940362835e-05 -2.9130696540810436e-06 0.00020630686539271388
leaf_weight=20 1099 20 78 3912 156 22 32 598 93 7916 42330 1492 501356 101
leaf_count=20 1099 20 78 3912 156 22 32 598 93 7916 42330 1492 501356 101
internal_value=-7.70476e-07 0.000292987 0.0037672 0.000127627 0.00320129 -3.08942e-06 7.76766e-05 0.00103347 -7.44507e-06 1.81967e-06 -4.35619e-06 -2.3096e-05 -2.72178e-06 5.36105e-05
internal_weight=559225 4380 199 4181 176 554845 8568 630 4005 7938 546277 43822 502455 179
internal_count=559225 4380 199 4181 176 554845 8568 630 4005 7938 546277 43822 502455 179

Tree=2
num_cat=0
split_feature=45 47 7 17 33 3 25 46 19 2 2 13 51 1
split_gain=0.219426 1.44938 14.7434 0.999829 8.31482 0.0577778 0.0326978 0.398112 3.28627 0.0257063 0.011036 0.00963739 0.00849958 0.00507199
threshold=-0.51951625943183888 -1.2508260011672971 -0.043773563578724854 -0.81910756230354298 -0.085239645093679414 -0.037421569228172295 2.1481364965438847 0.25042182207107549 0.0015047951601445677 0.62643620371818554 -0.64187902212142933 0.33915945887565618 3.223071932792664 0.41045941412448889
left_child=1 2 -1 4 -3 -4 11 10 -9 -5 -8 13 -13 -2
right_child=6 3 5 9 -6 -7 7 8 -10 -11 -12 12 -14 -15
leaf_value=0.034498682441189886 -2.5761659537454903e-06 0.02735483946092427 -0.0022467840327881276 8.4777506424625307e-06 -3.9784928727234119e-05 3.5986043379351398e-05 0.00083945455222856247 0.0087827409786858622 -7.8172233630178297e-05 -0.00066440628204520998 -2.2843215890766901e-06 -2.5479420571800985e-05 7.1660168498570187e-05 -0.00044216117914488897
leaf_weight=22 502413 20 20 3912 156 157 25 77 514 93 7952 42330 1492 42
leaf_count=22 502413 20 20 3912 156 157 25 77 514 93 7952 42330 1492 42
internal_value=-7.39656e-07 0.000281267 0.00361651 0.000122522 0.00307324 -0.000221954 -2.96585e-06 7.45696e-05 0.0010763 -7.14727e-06 3.53697e-07 -4.18194e-06 -2.21721e-05 -2.61291e-06
internal_weight=559225 4380 199 4181 176 177 554845 8568 591 4005 7977 546277 43822 502455
internal_count=559225 4380 199 4181 176 177 554845 8568 591 4005 7977 546277 43822 502455

Tree=3
num_cat=0
split_feature=16 49 35 15 1 25 46 9 0 29 51 35 51 21
split_gain=0.109404 2.83242 15.3219 2.32644 8.25341 0.0296925 0.384059 7.16204 0.0097624 0.0128476 0.010833 0.00970477 0.00550283 0.0031056
threshold=-0.84038993716239918 0.7820277512073518 0.70781815052032482 0.72439059615135204 0.051302956417202956 2.1481364965438847 0.25042182207107549 0.001917906280141324 0.090369332581758513 3.8674014806747441 4.468977928161622 0.94046026468276989 2.2993780374526982 3.4069619178771977
left_child=1 3 -3 11 -5 8 13 -8 9 -2 -10 -1 -4 -7
right_child=5 2 12 4 -6 6 7 -9 10 -11 -12 -13 -14 -15
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leaf_weight=26 51 53 30 143 110 21 27 1355 572373 1258 20 6033 4046
leaf_count=26 51 53 30 143 110 21 27 1355 572373 1258 20 6033 4046
internal_value=1.91446e-06 -0.000151147 -0.00377692 -8.78289e-05 -0.00132483 3.08076e-06 0.000507828 -7.40212e-05 1.85919e-06 0.000292273 -0.000968647 1.20195e-06 -1.14781e-05
internal_weight=585546 4428 76 4352 253 581118 1403 1382 579715 1309 46 578406 4099
internal_count=585546 4428 76 4352 253 581118 1403 1382 579715 1309 46 578406 4099

Tree=88
num_cat=0
split_feature=16 26 46 52 7 4 35 18 27 45 16 0 49
split_gain=0.0602083 0.585538 0.529359 0.236753 0.347649 0.208013 19.2777 0.870077 0.0568975 0.0561677 0.865769 0.0447736 0.0236065
threshold=-1.0370495915412901 -1.8048625588417051 0.18815685808658603 1.0340155363082888 -0.0081781232729554159 -0.13470710813999173 1.169747591018677 -0.004195502493530511 0.0021163636120036249 -0.070959925651550279 -0.48252497613430018 0.043826179578900344 0.73080950975418102
left_child=1 2 8 12 -5 6 7 -2 -1 10 -7 -11 -3
right_child=5 3 -4 4 -6 9 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.0023366856242975462 -0.0084091903535882008 -3.3495155837683289e-06 -0.0077596115989920994 2.8625253348414284e-05 -0.002962443058611825 0.0011207243808669025 0.039470193341374395 6.8350631236746899e-06 0.00047688385329978624 2.4217636405095065e-06 -0.00011845346106445377 -6.9416827421370895e-05 -0.0012124742664253482
leaf_weight=23 20 4073 30 143 110 1125 20 1138 23 560028 4553 14234 26
leaf_count=23 20 4073 30 143 110 1125 20 1138 23 560028 4553 14234 26
internal_value=1.83788e-06 -0.000145101 -0.00362584 -8.43158e-05 -0.00127184 2.95752e-06 0.000533954 -0.000138519 -0.000929901 1.87894e-06 0.000127069 6.4113e-07 -1.1019e-05
internal_weight=585546 4428 76 4352 253 581118 1178 1158 46 579940 5678 574262 4099
internal_count=585546 4428 76 4352 253 581118 1178 1158 46 579940 5678 574262 4099

Column_26=97
Column_18=71
Column_20=64
Column_19=61
Column_16=56
Column_17=49
Column_25=49
Column_13=44
Column_46=43
Column_45=42
Column_51=41
Column_7=39
Column_49=36
Column_29=33
Column_14=31
Column_21=31
Column_47=28
Column_33=27
Column_1=26
Column_24=26
Column_35=25
Column_0=24
Column_5=21
Column_52=21
Column_15=20
Column_34=20
Column_4=18
Column_55=18
Column_11=17
Column_31=16
Column_8=15
Column_6=13
Column_12=13
Column_28=13
Column_23=12
Column_2=11
Column_3=11
Column_9=11
Column_32=9
Column_27=6
Column_50=4
Column_48=3
Column_22=1

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

objective=regression metric=rmse num_leaves=31 max_depth=4 learning_rate=0.04 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