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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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Tree=3
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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_feature=34 7 9 47 45 17 0 28 55 13 55 34 49 48 19
split_gain=25.878 54.6168 33.3297 22.8426 22.4479 32.25 74.0366 40.6646 20.035 17.0164 18.9931 18.857 16.7889 16.7346 16.6059
threshold=1.3778149485588076 0.0099725075997412222 0.011446484364569189 0.76627792418003093 -0.00089026900241151441 -0.93323016166687001 -0.00043476982682477677 0.0044669276103377351 -1.2953164577484129 -1.3620675802230833 1.3029467463493349 -1.579394996166229 0.64691743254661571 -1.8403685092926023 -0.023221098817884919
left_child=4 2 3 -2 9 6 -6 -7 14 10 -1 -11 -10 -4 -3
right_child=1 8 13 -5 5 7 -8 -9 12 11 -12 -13 -14 -15 -16
leaf_value=0.0020688951486389274 -0.0096984262891427041 0.041728099678595462 0.020560052169625507 0.0028399899357813541 0.001553854630892878 -0.00095741185503567933 -0.015071304171466026 0.00057714490406794283 0.0043863462520550272 -0.002064774055044097 0.011154903180318485 0.00050507778731580277 -0.0014029639022683188 -0.0022874814024167823 0.0069318272862367953
leaf_weight=1240.2909074276686 1385.8582331836224 14.703515395522116 33.505911335349083 166.68019932508469 623.33762151747942 39646.463683575392 489.8430093973875 31919.00752287358 694.20102874934673 3072.3853403106332 290.82712052762508 60480.53952794522 1964.5018701851368 1621.3355478718877 313.20545782148838
leaf_count=5008 8414 62 184 715 2662 168675 2344 130823 2819 13010 1172 248832 8029 6931 1277
internal_value=-6.14766e-05 -0.00208487 -0.00498449 -0.0083523 2.94977e-05 -0.000357053 -0.00576187 -0.000272982 0.0010291 0.000461154 0.00379473 0.000380842 0.000108655 -0.00182488 0.0084921
internal_weight=143957 6193.99 3207.38 1552.54 137763 72678.7 1113.18 71565.5 2986.61 65084 1531.12 63552.9 2658.7 1654.84 327.909
internal_count=600957 28431 16244 9129 572526 304504 5006 299498 12187 268022 6180 261842 10848 7115 1339

end of trees

feature_importances:
Column_7=284
Column_28=250
Column_6=243
Column_48=175
Column_8=167
Column_17=161
Column_9=150
Column_23=101
Column_1=100
Column_16=96
Column_21=96
Column_34=94
Column_0=89
Column_47=59
Column_12=57
Column_18=54
Column_14=49
Column_13=47
Column_33=46
Column_25=44
Column_24=38
Column_55=37
Column_26=36
Column_45=36
Column_11=31
Column_20=31
Column_46=31
Column_44=28
Column_50=28
Column_3=27
Column_5=27
Column_29=27
Column_35=27
Column_22=26
Column_38=26
Column_2=22
Column_19=20
Column_51=19
Column_31=17
Column_49=16
Column_4=15
Column_27=15
Column_37=14
Column_53=10
Column_52=5
Column_15=2
Column_43=2

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: 0.032]
[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=0.032 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=1554 1572 1572 1590 1573 1470 1569 1481 1573 1664 1480 1477 1498 1485 1478 1572 1591 1584 1558 1586 1590 1585 1583 1575 1685 1595 1580 1578 1571 1573 1686 1511 1497 1500 1480 1485 1600 1505 1498 1593 1592 1585 1646 1651 1648 1647 1652 1579 1673 1576 1663 1669 1553 1669 1675 1672 1668 1660 1672 1661 1662 1668 1657 1660 1657 1664 1659 1668 1583 1573 1667 1663 1665 1486 1475 1668 1671 1479 1673 1674 1664 1663 1665 1666

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=0.00066130130471235549 0.00010525510354821134 9.784094877235102e-05 0.023065802640710422 0.00043112326624622624 0.022155488285325806 7.4817475789072717e-05 9.1936929529517317e-05 9.8604713676394071e-05 0.00057503580143613653 0.0001188397619032755 0.0015506119639321768 -0.00039919855700934975 7.3916686649566919e-05 -7.7903162818006801e-05
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=0.000101118 0.000325993 0.00461951 0.000100263 0.000167053 0.000910476 0.000119842 9.8924e-05 0.000139725 0.000119904 0.000774131 0.000101547 9.72675e-05 0.00012042
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 0 0 49 21 27 0 6
split_gain=0.103443 1.80318 7.78081 0.0479054 0.369504 11.1607 0.125122 0.0354951 0.307456 0.0233536 0.0282795 0.0163787 0.0157598 0.00860473
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -0.034956371411681168 -0.037053914740681641 -1.6757296919822691 0.29690591990947729 0.16744337230920794 0.022381779737770561 6.0551392380148179e-05
left_child=1 2 -1 7 6 -6 -5 8 -2 10 -3 -11 -9 -4
right_child=3 9 13 4 5 -7 -8 12 -10 11 -12 -13 -14 -15
leaf_value=0.021729776029519383 2.1559666508759698e-06 0.00013700826586175122 6.6908232747421912e-05 -1.0740969675517881e-05 0.021346781318004316 -2.7307659300144923e-05 0.00045465598295807582 -4.2349172575661231e-06 0.00045690369888684758 1.5305910579889461e-05 0.0016236046693520621 -0.00048615516962456531 -2.7393460992992728e-05 -0.00068571177834556225
leaf_weight=21 20749 38 60 10190 26 661 628 519623 1643 1998 20 69 31940 21
leaf_count=21 20749 38 60 10190 26 661 628 519623 1643 1998 20 69 31940 21
internal_value=-1.84858e-06 0.000215831 0.00437196 -2.6766e-06 6.19765e-05 0.00078161 1.6276e-05 -3.97258e-06 3.55228e-05 1.63364e-05 0.000649628 -1.43372e-06 -5.57599e-06 -0.000128215
internal_weight=587687 2227 102 585460 11505 687 10818 573955 22392 2125 58 2067 551563 81
internal_count=587687 2227 102 585460 11505 687 10818 573955 22392 2125 58 2067 551563 81

Tree=2
num_cat=0
split_feature=45 17 6 23 49 2 47 31 23 49 21 27 13 33
split_gain=0.096929 1.68962 7.7958 0.0396883 0.210675 8.10796 0.0659463 0.0322593 2.85786 0.0218829 0.0264986 0.0153472 0.0138744 0.00737598
threshold=-0.17180078476667401 -0.8243863284587859 0.028463713824748996 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 -1.256108224391937 2.102653026580811 -0.0097320508211851103 -1.6757296919822691 0.29690591990947729 0.16744337230920794 0.25719563663005834 0.33243049681186682
left_child=1 2 13 4 5 -2 -6 12 -9 10 -3 -11 -5 -1
right_child=3 9 -4 7 6 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=-0.00065426615625619887 1.1294042986304793e-05 0.00013262399562977647 0.022145215646736327 -3.7699173774523134e-06 0.00024385849615378834 0.011213367714810268 -4.3924757044778052e-06 0.0052047673297048449 -1.8012667326626442e-05 1.4816126025029908e-05 0.0015716493728570641 -0.00047059823453858281 -2.2039365696526907e-05 4.10659470291022e-05
leaf_weight=21 2449 38 20 504308 1148 68 24071 109 6817 1998 20 69 46490 61
leaf_count=21 2449 38 20 504308 1148 68 24071 109 6817 1998 20 69 46490 61
internal_value=-1.78943e-06 0.000208924 0.00423206 -2.59095e-06 3.47702e-05 0.000313933 6.90821e-06 -4.44894e-06 6.41824e-05 1.58137e-05 0.00062884 -1.38784e-06 -5.31195e-06 -0.000137007
internal_weight=587687 2227 102 585460 27736 2517 25219 557724 6926 2125 58 2067 550798 82
internal_count=587687 2227 102 585460 27736 2517 25219 557724 6926 2125 58 2067 550798 82

Tree=3
num_cat=0
split_feature=55 26 26 33 47 13 13 2 46 13 21 46 4 0
split_gain=0.043986 0.312246 13.6505 0.110809 2.4115 0.0369535 0.227545 3.38485 0.211903 0.0146193 0.0221802 0.00961857 0.00766974 0.003602
threshold=2.0211037397384648 -1.0894942879676817 -1.1032025814056394 0.50690898299217235 -1.256108224391937 -0.25902542471885676 -0.27063107490539545 0.00031758204568177467 0.12199990078806879 0.25719563663005834 1.6111459732055666 0.075994964689016356 -0.25643424689769739 0.02376531902700663
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=-3.4905645288342225e-07 -2.26917459026344e-05 -0.0005845159975773035 0.02496584907696461 0.0089849907634197736 3.3129671449006816e-06 -3.4890908638702008e-06 -5.8356342399532668e-06 0.004869217194478876 0.00049961159561789166 -1.8193781440147203e-05 -0.00013746637349287122 -0.000648577007268054 -1.1784583665506049e-05 -2.7983733001959761e-05
leaf_weight=48237 763 24 23 32 705 470063 2052 157 884 46759 1653 26 10080 6229
leaf_count=48237 763 24 23 32 705 470063 2052 157 884 46759 1653 26 10080 6229
internal_value=-1.73216e-06 5.98195e-05 0.000665071 1.44856e-05 0.000393291 -2.97734e-06 2.29361e-05 0.000340648 8.64842e-06 -5.51236e-06 -2.22663e-05 -4.33166e-05 -1.3145e-05 -3.80943e-06
internal_weight=587687 11653 812 10841 737 576034 51330 2209 49121 524704 48412 789 10104 476292
internal_count=587687 11653 812 10841 737 576034 51330 2209 49121 524704 48412 789 10104 476292

Tree=4
num_cat=0
split_feature=45 24 5 55 34 24 33 0 55 27 26 31 0 33
split_gain=0.089401 0.636006 9.81621 0.0413217 0.344412 10.4257 0.109017 0.0305558 0.28761 0.0272987 0.0534685 0.0173793 0.0135965 0.00941158
threshold=-0.17180078476667401 1.7687134742736819 -0.03052614443004131 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -0.034956371411681168 -1.3123381733894346 0.16744337230920794 0.70929089188575756 -1.2844281196594236 0.025386652909219268 5.0220639705657968
left_child=1 9 -3 7 6 -6 -5 8 -2 11 -11 -1 -9 -4
right_child=3 2 13 4 5 -7 -8 12 -10 10 -12 -13 -14 -15
leaf_value=0.00021987734537034587 0.00042409177228667529 0.023229320490267127 -2.6078639628508426e-05 -1.1740156320605182e-05 0.020628815742639396 -2.9457145597220454e-05 0.00042267434359396513 -3.9836853776645544e-06 -6.3557547753703168e-07 9.757354735031825e-05 -0.0018181115177273749 -3.7384719930131121e-05 -2.7009468108050957e-05 0.00059185451472045056
leaf_weight=326 1773 20 256 10190 26 661 628 523917 20619 37 25 1535 27646 28
leaf_count=326 1773 20 256 10190 26 661 628 523917 20619 37 25 1535 27646 28
internal_value=-1.67673e-06 0.000200689 0.0015608 -2.4465e-06 5.75998e-05 0.00075237 1.34782e-05 -3.65014e-06 3.29944e-05 -1.43256e-05 -0.00067488 7.68107e-06 -5.13781e-06 3.48443e-05
internal_weight=587687 2227 304 585460 11505 687 10818 573955 22392 1923 62 1861 551563 284
internal_count=587687 2227 304 585460 11505 687 10818 573955 22392 1923 62 1861 551563 284

Tree=5
num_cat=0
split_feature=15 51 33 49 8 55 34 34 33 19 49 46 33
split_gain=0.135737 23.5562 42.7709 2.57319 7.79653 0.051141 0.420504 11.1487 0.18281 0.0314638 4.38697 0.025818 0.0170158
threshold=0.55725386738777172 -0.044410638511180871 0.2726276963949204 -0.12514873594045636 0.045251322910189636 2.0211037397384648 1.468370318412781 1.4774639606475832 0.50690898299217235 0.089487399905920043 0.82905498147010814 -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=2.8166373545713385e-05 -3.0336954338256165e-05 0.023031524935539345 0.058334557402901922 -1.6055290831468596e-05 -8.7697726674377922e-05 -8.3577713009452552e-06 0.020982689286452822 -9.6315792236469639e-05 0.0006009047416642466 -2.0345009879526104e-05 0.0072491262767018566 -4.2017677654537903e-06 -0.00013995584480749071
leaf_weight=26493 36 20 20 10209 59 10030 27 531 531 7369 86 531011 1277
leaf_count=26493 36 20 20 10209 59 10030 27 531 531 7369 86 531011 1277
internal_value=1.73149e-06 0.00011001 0.0208143 9.75566e-06 0.00576527 -4.52768e-07 6.75097e-05 0.000923636 2.22755e-05 -1.79034e-06 6.35148e-05 -2.66361e-06 -2.98304e-05
internal_weight=587699 11621 56 11565 79 576078 11119 558 10561 564959 7455 557504 11486
internal_count=587699 11621 56 11565 79 576078 11119 558 10561 564959 7455 557504 11486

Tree=6
num_cat=0
split_feature=45 47 3 17 33 49 0 23 23 49 31 2 13 18
split_gain=0.163117 1.30508 10.2347 0.573901 9.41572 0.0799593 2.9026 62.5288 0.0388275 0.204667 0.035381 0.0287953 0.00984114 0.00392568
threshold=-0.092140045017003999 -1.256108224391937 -0.035386044532060616 -0.8243863284587859 -0.18475440144538877 2.1410850286483769 0.038437766954302795 0.010622751433402302 -0.030672303400933739 -1.3179033398628233 2.102653026580811 0.16301129013299945 1.5329554677009585 0.050692444667220123
left_child=1 2 -1 4 -3 8 13 -8 9 -2 -10 -5 -4 -7
right_child=5 3 12 11 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.019328124051348823 0.00031766288216605648 0.022637943186319898 3.2000403828944451e-05 1.3204371409733246e-05 -0.00017647821203663116 -8.9466162497716767e-06 0.057913377854600545 -4.5096426947136109e-05 -4.6182075082938906e-06 7.1683556526178397e-06 6.9843029513822079e-05 -0.00046804963914820778 0.00064117215932046456 -0.00014659700645198529
leaf_weight=32 2406 20 219 6160 251 11929 20 406 536729 22535 6615 130 31 216
leaf_count=32 2406 20 219 6160 251 11929 20 406 536729 22535 6615 130 31 216
internal_value=1.67608e-06 0.000156998 0.0022886 6.53796e-05 0.00150724 -1.53754e-07 7.9673e-05 0.00267596 -1.9196e-06 3.7121e-05 -3.71167e-06 3.25795e-06 0.000107538 -1.13947e-05
internal_weight=587699 6843 282 6561 271 580856 12571 426 568285 24941 543344 6290 250 12145
internal_count=587699 6843 282 6561 271 580856 12571 426 568285 24941 543344 6290 250 12145

Tree=7
num_cat=0
split_feature=15 51 55 5 33 55 34 24 33 16 52 23 21
split_gain=0.121785 22.0052 43.373 3.55052 6.63712 0.0472088 0.394195 10.6068 0.171429 0.0272794 0.668033 0.026012 0.0206069
threshold=0.55725386738777172 -0.044410638511180871 0.15352448076009753 -0.29874807596206659 0.036712478846311576 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -0.53503435850143422 1.1707907915115359 -0.034202711656689637 1.6111459732055666
left_child=5 2 -2 4 -3 9 8 -8 -7 10 -1 -11 -5
right_child=1 3 -4 12 -6 6 7 -9 -10 11 -12 -13 -14
leaf_value=-2.5881636265970871e-06 0.057898735772655342 0.022825541405158582 -0.00087559092555764245 -1.7011459797569905e-05 -0.00016596889345318132 -8.6097868237178319e-06 0.021704662799835205 -4.155914074584367e-05 0.00058138323004636833 3.4067744991314675e-05 0.0011611740013868672 -4.1293449080196472e-06 -0.00015560636837732845
leaf_weight=12706 20 20 36 10279 36 10030 24 534 531 18904 526 532823 1230
leaf_count=12706 20 20 36 10279 36 10030 24 534 531 18904 526 532823 1230
internal_value=1.62245e-06 0.000104185 0.0201152 7.28745e-06 0.00804528 -4.46508e-07 6.48509e-05 0.000893762 2.10547e-05 -1.73163e-06 4.36738e-05 -2.82059e-06 -3.18235e-05
internal_weight=587699 11621 56 11565 56 576078 11119 558 10561 564959 13232 551727 11509
internal_count=587699 11621 56 11565 56 576078 11119 558 10561 564959 13232 551727 11509

Tree=8
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leaf_count=478634 1180 53 20 63 646 13366 785 195 234 31 836 97366 106 158 6697
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Tree=79
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Tree=80
num_cat=0
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split_gain=0.707583 1.8134 1.1621 31.5233 1493.87 1.94493 0.75278 0.544692 0.218257 0.169529 1.93476 0.0311424 0.294876 0.0304232 0.0143059
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leaf_value=3.7735067471468483e-07 -0.0012621316795774055 1.910502229373163e-05 0.27954473829567433 -0.0017766832366702503 -0.00056710656981034447 1.293997456437325e-05 -0.0011904401860185086 -0.0030877865400833963 -0.000104956298427853 -0.0082966597157139929 -0.00015543919476716941 -6.1173367487726793e-06 -0.0034585345008776394 6.166464533118958e-05 -0.00012265276027042442
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leaf_count=567583 1180 5888 20 654 774 12647 252 195 767 31 836 266 28 8417 832
internal_value=3.23096e-06 -0.000272103 7.61423e-06 0.00029469 0.00648861 -7.50544e-05 -0.00103255 -0.00152104 -0.000373398 5.99905e-07 -0.000446532 -1.25496e-05 -0.000334919 1.27293e-06 1.55406e-06
internal_weight=600370 9408 590962 14095 794 13301 2394 1375 1019 576867 867 7014 294 576000 6720
internal_count=600370 9408 590962 14095 794 13301 2394 1375 1019 576867 867 7014 294 576000 6720

Tree=81
num_cat=0
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split_gain=0.663023 1.6992 1.08891 29.5381 1416.59 1.82245 0.730774 0.396108 0.388551 0.158853 1.81292 0.0303707 0.0291811 0.276306 0.0170435
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left_child=2 6 9 4 -4 -5 8 -8 -2 11 -11 -1 14 -14 -3
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leaf_count=569103 831 6461 21 654 773 12647 1220 318 25 31 836 6897 266 28 259
internal_value=3.12757e-06 -0.000263396 7.37057e-06 0.00028526 0.00628097 -7.26527e-05 -0.000999509 -0.000582411 -0.00174892 5.80709e-07 -0.000432243 1.2322e-06 -1.2148e-05 -0.000324202 1.50433e-06
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internal_count=600370 9408 590962 14095 794 13301 2394 1538 856 576867 867 576000 7014 294 6720

Tree=82
num_cat=0
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leaf_weight=1406 1774 5402 816 292 21 13245 1075 36 147 1518 21 573643 828 20 126
leaf_count=1406 1774 5402 816 292 21 13245 1075 36 147 1518 21 573643 828 20 126
internal_value=3.02749e-06 -0.000254967 7.13472e-06 0.000274141 0.00551487 -4.98957e-05 -0.000776978 -0.00147242 -0.000374775 4.78397e-07 -0.000245221 1.13596e-06 -6.73411e-06 -0.00016247 1.71559e-05
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Tree=83
num_cat=0
split_feature=5 7 14 9 19 3 24 46 18 49 15 55 21 51 24
split_gain=0.671255 1.71327 1.02691 11.4524 277.139 1.90235 0.772775 0.705527 19.2234 0.442498 0.31297 0.205186 0.026012 0.112628 0.0120888
threshold=2.1832678318023686 0.02491004299372435 0.41081577539443975 -0.00085678591858595599 0.0029871630249544982 -0.041278971359133713 1.6424518823623659 0.24645754694938662 -0.0065623323898762456 1.8932956457138064 0.54038965702056896 0.075319703668355956 1.1624502539634707 -0.03797421604394912 -0.43549537658691401
left_child=2 6 7 4 -4 -5 9 10 -9 -2 -1 -8 14 -14 -3
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leaf_count=567539 516 97 120 172 2286 20918 207 21 451 463 2049 655 28 156 5017
internal_value=4.41971e-06 -0.000304026 8.12954e-06 0.000215453 0.00230712 -2.31686e-05 -0.00114498 -4.15666e-07 0.00123626 -0.00176018 -1.44046e-06 -0.000446288 -1.18025e-05 -0.000385613 1.6471e-06
internal_weight=600695 7139 593556 23496 2406 21090 1841 570060 472 979 569588 862 5298 184 5114
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Column_49=98
Column_21=82
Column_51=70
Column_5=64
Column_7=64
Column_15=64
Column_19=50
Column_55=48
Column_24=42
Column_0=40
Column_9=38
Column_18=37
Column_46=37
Column_16=36
Column_33=32
Column_45=32
Column_20=28
Column_27=27
Column_17=26
Column_23=26
Column_31=23
Column_4=21
Column_8=21
Column_13=20
Column_29=20
Column_47=18
Column_14=17
Column_35=15
Column_34=14
Column_3=13
Column_32=13
Column_25=11
Column_2=10
Column_26=10
Column_6=9
Column_28=5
Column_1=4
Column_48=3
Column_12=2
Column_22=2
Column_50=2
Column_52=2

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

objective=regression metric=rmse num_leaves=31 max_depth=4 learning_rate=0.032 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