tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=1
objective=mape
feature_names=Column_0 Column_1
feature_infos=[0:5] [0:2]
tree_sizes=492 523 523 523 512 513 504 516 517 518 519 522

Tree=0
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.20000000000000001 0.5 1.3 0.30000000000000004
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=1
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.18000000000000002 0.45000000000000001 1.1699999999999999 0.27000000000000002
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.16200000000000003 0.40500000000000003 1.0530000000000002 0.24299999999999999
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.14580000000000001 0.36450000000000005 0.9477000000000001 0.21870000000000001
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.13121999999999998 0.32805000000000001 0.85292999999999997 0.19683
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.11809799999999999 0.29524499999999998 0.76763700000000012 0.177147
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.1062882 0.26572049999999997 0.69087330000000002 0.1594323
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.095659379999999988 0.23914844999999998 0.62178597000000002 0.14348907
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.086093441999999978 0.21523360499999999 0.55960737299999996 0.129140163
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.077484097799999985 0.19371024449999999 0.50364663570000001 0.1162261467
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.069735688019999992 0.17433922004999999 0.4532819721300001 0.10460353203
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=4
num_cat=0
split_feature=0 0 1
split_gain=0.171166 0.018981 0.0138889
threshold=1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.062762119217999998 0.156905298045 0.40795377491700013 0.094143178827000018
leaf_weight=1.0000000000000009 1.9999999999999989 7.9999999999999991 1
leaf_count=1 2 8 1
internal_value=0.014961 0.00961989 0.0416667
internal_weight=12 10 2
internal_count=12 10 2
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
Column_0=24
Column_1=12

parameters:
[boosting: gbdt]
[objective: mape]
[metric: mape,l2]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 12]
[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: 0]
[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
