tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=5
objective=binary sigmoid:1
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5
feature_infos=-1:4:7:24:25:9:11:17:27:28:36:38:56:59:8:22:30:37:53:57:58:1:23:34:51:12:13:15:19:32:39:47:48:33:41:45:2:6:10:18:20:29:31:46:54:0:5:21:42:49:52:3:16:50:14:26:40:35:43:44:55 -1:1:4:0:3:2 [-2.9754276275634766:3.2951250076293945] [-3.2726819515228271:2.8241441249847412] [-3.5067288875579834:3.6901793479919434] [-2.7007291316986084:3.5942435264587402]
tree_sizes=782 788 788 789 792 789

Tree=0
num_leaves=6
num_cat=2
split_feature=0 1 2 2 2
split_gain=206.566 52.1051 26.7279 14.0444 13.6498
threshold=0 1 -0.95575949549674977 0.73566034436225902 1.3448570370674136
decision_type=9 9 8 10 10
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.52979024164187405 -0.52092789737499867 -0.37361810083000013 -0.18480707669356658 -0.25619316253145114 -0.37745551711426645
leaf_weight=60.563510254025459 11.823155388236044 8.6863998770713788 54.772577002644539 2.4128888547420511 6.5147999078035346
leaf_count=251 49 36 227 10 27
internal_value=-0.377763 -0.272793 -0.233401 -0.4355 -0.497191
internal_weight=144.773 77.695 63.459 14.236 67.0783
internal_count=600 322 263 59 278
cat_boundaries=0 2 3
cat_threshold=2652424355 108772625 1
is_linear=0
shrinkage=1


Tree=1
num_leaves=6
num_cat=2
split_feature=0 1 2 2 2
split_gain=172.018 40.591 20.4598 11.6069 10.433
threshold=0 1 -0.95575949549674977 0.73566034436225902 1.1952962279319765
decision_type=9 9 8 10 10
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.14119267851235789 -0.13265001542382784 0.0026059480712003471 0.17186078544066327 0.10722038482252574 -0.020467192141800164
leaf_weight=58.258731588721275 11.220823287963865 8.1936816871166211 55.642240837216377 2.4594227969646463 8.1610503494739515
leaf_count=249 48 34 225 10 34
internal_value=-0.000232122 0.0955175 0.129802 -0.05172 -0.109824
internal_weight=143.936 77.5162 63.8359 13.6802 66.4198
internal_count=600 317 259 58 283
cat_boundaries=0 2 3
cat_threshold=2652432551 104578065 1
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=6
num_cat=3
split_feature=0 1 0 2 2
split_gain=139.517 32.5264 16.8532 20.5722 10.3801
threshold=0 1 2 0.75883468985557567 -1.2870145440101621
decision_type=9 9 9 8 8
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.10434469075780323 -0.04844408195164427 -0.069629538834636365 0.025784034196756501 0.1696180535802099 0.1919469476419986
leaf_weight=61.759996011853218 13.514567911624908 12.990181758999823 4.1070379912853241 4.9688041508197811 44.430942922830582
leaf_count=273 59 53 17 20 178
internal_value=-0.000383278 0.0825832 0.112064 -0.00220686 0.147499
internal_weight=141.772 80.0115 66.497 17.959 48.538
internal_count=600 327 268 73 195
cat_boundaries=0 2 3 5
cat_threshold=2652407971 108772625 1 536962564 150994952
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=6
num_cat=2
split_feature=0 1 2 2 2
split_gain=118.319 29.5885 14.7351 10.1262 8.28561
threshold=0 1 -1.2870145440101621 0.73566034436225902 1.1952962279319765
decision_type=9 9 8 10 10
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.13181024210134229 -0.12268634512389881 -0.032667003213476639 0.13202529810456307 0.10065217854484723 -0.020743521408307576
leaf_weight=51.051537126302719 11.277032881975172 5.967073917388916 60.648036137223244 2.4757990241050729 7.7342872470617285
leaf_count=235 51 25 246 10 33
internal_value=-0.00152167 0.0738957 0.101966 -0.0477561 -0.100159
internal_weight=139.154 80.3679 66.6151 13.7528 58.7858
internal_count=600 332 271 61 268
cat_boundaries=0 2 3
cat_threshold=2618869927 104578329 1
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=6
num_cat=2
split_feature=0 1 2 2 2
split_gain=102.991 24.4533 14.2465 12.3306 8.48172
threshold=0 1 -0.95575949549674977 1.0497167110443117 0.73566034436225902
decision_type=9 9 8 10 10
left_child=3 4 -3 -1 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.1283762443599277 -0.11514607161470942 -0.0037968492250967907 0.13268757874304168 -0.0073614355288305552 0.089878989155457181
leaf_weight=49.139710649847984 10.5639750957489 8.9022396951913816 54.27720208466053 10.160928368568419 2.4941569566726693
leaf_count=236 50 37 223 44 10
internal_value=-0.00152937 0.0716147 0.0979525 -0.0921084 -0.0430316
internal_weight=135.538 76.2376 63.1794 59.3006 13.0581
internal_count=600 320 260 280 60
cat_boundaries=0 2 3
cat_threshold=2652424355 242924569 1
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=6
num_cat=2
split_feature=0 1 2 2 2
split_gain=89.2928 21.9591 10.029 7.74839 7.32787
threshold=0 1 -0.95575949549674977 1.1952962279319765 0.73566034436225902
decision_type=9 9 8 10 10
left_child=3 4 -3 -1 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.1172194601122921 -0.10990476438446217 0.0028298459738283002 0.1232532026356955 -0.0093130934288440919 0.080689530206710713
leaf_weight=49.431459918618202 10.446953758597372 7.9431103318929672 53.468530833721161 7.6897265315055838 2.4999703466892251
leaf_count=247 52 33 225 33 10
internal_value=-0.00151922 0.067168 0.092599 -0.0873933 -0.0412451
internal_weight=131.48 74.3586 61.4116 57.1212 12.9469
internal_count=600 320 258 280 62
cat_boundaries=0 2 3
cat_threshold=2618861735 125484305 1
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
Column_2=17
Column_0=7
Column_1=6

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 6]
[learning_rate: 0.1]
[num_leaves: 6]
[num_threads: 1]
[seed: 7]
[deterministic: 1]
[force_col_wise: 0]
[force_row_wise: 1]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 10]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 17422]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 7040]
[extra_trees: 0]
[extra_seed: 6516]
[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: 15215]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 5]
[max_cat_threshold: 64]
[cat_l2: 10]
[cat_smooth: 1]
[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: 61]
[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: 0,1]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 15521]
[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_device_id_list: ]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
