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leaf_weight=2.6002918054582542 0.079087123274802162 1.3898612025659556 15.362623758788684 2.0868268506601453 7.9142286507412782 15.548245608457362 2.7148546879179802 3.9075475570280132 8.1437955459114129 1.9278471848228935 38.258958237245679 8.3540117561933567 1.3033643998205664 2.3339756435016161 3.8923091618344179 1.1503834569011839 1.2538013401208434 2.9519454936962566 26.805359957041222 5.7833465714938947 9.9202022464014554 2.0137899029650734 746.2576598423766 0.98350340360775668 9.5589609220041858 9.7950054313987476 58.102369879256003 1271.0192897031666 32.631982874590904 30.16010242071934
leaf_count=140 2 34 1007 20 220 347 73 357 1210 34 2523 1226 19 89 82 19 87 64 570 196 235 128 9891 17 223 101 662 15012 347 342
internal_value=0 -0.000110044 -0.0281846 -0.00699837 0.0345056 -0.0519869 0.069159 0.0874121 0.132429 0.000606394 0.0260771 0.0053273 -0.0199301 0.0581808 -0.0438596 -0.0586377 0.101937 -0.071923 -0.0871955 0.0728707 0.0556861 0.124451 -0.000612624 -0.000462338 0.0746303 -0.000830901 0.0055207 -0.00488608 0.00228961 0.0453327
internal_weight=0 2321.61 57.771 42.4084 22.0584 20.3499 4.80168 14.1442 10.2367 2263.83 103.398 62.8046 45.7112 40.5929 37.3572 33.4649 2.55717 30.9077 27.9557 17.0934 15.7035 10.1576 2160.44 2158.51 10.5425 2147.97 836.992 1310.97 778.89 39.9551
internal_count=35277 35137 3364 2357 1917 440 93 1697 1340 31773 5144 2532 2067 2612 841 759 106 653 589 465 431 1338 26629 26595 240 26355 10900 15455 10238 443

end of trees

feature_importances:
Column_71=19
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Column_588=2
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Column_615=2
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Column_625=2
Column_626=2
Column_627=2
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Column_640=2
Column_642=2
Column_650=2
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Column_653=2
Column_654=2
Column_656=2
Column_658=2
Column_659=2
Column_676=2
Column_682=2
Column_683=2
Column_687=2
Column_700=2
Column_702=2
Column_706=2
Column_707=2
Column_708=2
Column_11=1
Column_19=1
Column_21=1
Column_24=1
Column_41=1
Column_52=1
Column_55=1
Column_56=1
Column_63=1
Column_67=1
Column_125=1
Column_133=1
Column_134=1
Column_136=1
Column_153=1
Column_173=1
Column_178=1
Column_179=1
Column_180=1
Column_201=1
Column_202=1
Column_205=1
Column_283=1
Column_291=1
Column_331=1
Column_363=1
Column_364=1
Column_365=1
Column_384=1
Column_389=1
Column_390=1
Column_433=1
Column_442=1
Column_445=1
Column_452=1
Column_460=1
Column_461=1
Column_463=1
Column_466=1
Column_480=1
Column_481=1
Column_488=1
Column_508=1
Column_524=1
Column_534=1
Column_536=1
Column_539=1
Column_547=1
Column_552=1
Column_555=1
Column_558=1
Column_567=1
Column_573=1
Column_577=1
Column_594=1
Column_596=1
Column_597=1
Column_600=1
Column_604=1
Column_614=1
Column_624=1
Column_630=1
Column_636=1
Column_639=1
Column_643=1
Column_644=1
Column_647=1
Column_672=1
Column_674=1
Column_675=1
Column_698=1
Column_701=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: 0.1]
[num_leaves: 31]
[num_threads: 4]
[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]
[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: 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:null