tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=1
objective=binary sigmoid:1
feature_names=Column_0 Column_1
feature_infos=[0:5] [0:2]
tree_sizes=555 554 558 556 558 555 553 559 560 554

Tree=0
num_leaves=4
num_cat=0
split_feature=0 1 0
split_gain=4.28571 4.28571 1.37143
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.50790080629813716 -0.50790080629813716 -0.30218652391198053 -0.096472241525823788
leaf_weight=0.97222220897674594 0.48611110448837269 0.48611110448837258 0.97222220897674561
leaf_count=4 2 2 4
internal_value=-0.336472 -0.250758 -0.165044
internal_weight=2.91667 1.94444 1.45833
internal_count=12 8 6
is_linear=0
shrinkage=1


Tree=1
num_leaves=4
num_cat=0
split_feature=0 1 0
split_gain=3.54991 3.45538 1.05636
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.1601757496912504 -0.16017574969125034 0.030680664423531203 0.21012788619783862
leaf_weight=0.93818384408950839 0.46909192204475392 0.48875692486762978 0.99767690896987915
leaf_count=4 2 2 4
internal_value=-0.00026828 0.076449 0.151124
internal_weight=2.89371 1.95553 1.48643
internal_count=12 8 6
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=4
num_cat=0
split_feature=0 1 0
split_gain=2.98321 2.83949 0.860762
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.15126936968596405 -0.15126936968596399 0.027485391690884799 0.18925652293299713
leaf_weight=0.89622282981872592 0.44811141490936268 0.49089759588241555 0.99677753448486328
leaf_count=4 2 2 4
internal_value=-0.000429882 0.0694052 0.135876
internal_weight=2.83201 1.93579 1.48768
internal_count=12 8 6
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=4
num_cat=0
split_feature=0 1 0
split_gain=2.53425 2.36523 0.729341
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.14407197770392893 -0.14407197770392885 0.02464494081036081 0.17386639512423743
leaf_weight=0.84930467605590854 0.42465233802795399 0.49263000488281228 0.97740733623504639
leaf_count=4 2 2 4
internal_value=-0.000532938 0.0638092 0.12386
internal_weight=2.74399 1.89469 1.47004
internal_count=12 8 6
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=4
num_cat=0
split_feature=0 1 1
split_gain=2.17098 1.99011 0.694788
threshold=1.5000000000000002 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.13815863738021195 -0.13815863738021186 0.044556899833063796 0.18351444467527331
leaf_weight=0.79964423179626498 0.39982211589813221 0.71964426338672616 0.71964426338672638
leaf_count=4 2 3 3
internal_value=-0.000601193 0.0592087 0.114036
internal_weight=2.63875 1.83911 1.43929
internal_count=12 8 6
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=4
num_cat=0
split_feature=0 1 0
split_gain=1.86615 1.67394 0.678912
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.13323466984435825 -0.13323466984435817 0.01055340266693554 0.15559813956996316
leaf_weight=0.74888801574707065 0.37444400787353505 0.49801923334598519 0.91673821210861206
leaf_count=4 2 2 4
internal_value=-0.000696671 0.0547784 0.10454
internal_weight=2.53809 1.7892 1.41476
internal_count=12 8 6
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=4
num_cat=0
split_feature=0 1 0
split_gain=1.61769 1.45554 0.857862
threshold=1.5000000000000002 1.5000000000000002 2.5000000000000004
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.12908896172635528 -0.18485169834789342 0.1658221188587102 0.028043327001698017
leaf_weight=0.6982485651969913 0.24832111597061135 0.67518112063407887 0.79595109820365906
leaf_count=4 1 3 4
internal_value=-0.000727005 0.0513992 -0.0225817
internal_weight=2.4177 1.71945 1.04427
internal_count=12 8 5
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=4
num_cat=0
split_feature=1 0 1
split_gain=1.54646 1.45262 0.952224
threshold=1.0000000180025095e-35 2.5000000000000004 1.5000000000000002
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.12783796508989526 -0.15251433288586513 0.14376784926171068 0.063594151417973629
leaf_weight=0.6787977218627933 0.40468572080135323 0.83921635150909424 0.41092130541801453
leaf_count=4 2 4 2
internal_value=-0.000733611 0.0514038 -0.043634
internal_weight=2.33362 1.65482 0.815607
internal_count=12 8 4
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=4
num_cat=0
split_feature=1 0 1
split_gain=1.34688 1.26203 0.814435
threshold=1.0000000180025095e-35 2.5000000000000004 1.5000000000000002
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.12450356823088399 -0.14565819818066378 0.13794867821668366 0.056542051049429068
leaf_weight=0.6297964155673984 0.38250336050987221 0.78970274329185486 0.41568312048912048
leaf_count=4 2 4 2
internal_value=-0.000759632 0.0483203 -0.0403554
internal_weight=2.21769 1.58789 0.798186
internal_count=12 8 4
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=4
num_cat=0
split_feature=0 1 1
split_gain=1.19565 1.09886 0.410424
threshold=1.5000000000000002 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=-0.12232560888019556 -0.12324431718485446 0.03212151647211365 0.1486130520973975
leaf_weight=0.58427104353904757 0.30606454610824574 0.62117475271224953 0.5894312858581543
leaf_count=4 2 3 3
internal_value=-0.000781445 0.0460413 0.08884
internal_weight=2.10094 1.51667 1.21061
internal_count=12 8 6
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
Column_0=16
Column_1=14

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss,binary_error,auc]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 10]
[learning_rate: 0.1]
[num_leaves: 4]
[num_threads: 1]
[seed: 1610969088]
[deterministic: 1]
[force_col_wise: 0]
[force_row_wise: 1]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 1]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 29656]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 11837]
[extra_trees: 0]
[extra_seed: 9745]
[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: 8611]
[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: 1]
[bin_construct_sample_cnt: 1000000]
[data_random_seed: 8662]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 0]
[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: 557]
[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
