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lightgbm_model.txt

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+tree
+version=v4
+num_class=1
+num_tree_per_iteration=1
+label_index=0
+max_feature_idx=22
+objective=binary sigmoid:1
+feature_names=SubX_From_0x8ac76a51cc950d9822d68b83fe1ad97b32cd580d X_From_0x8ac76a51cc950d9822d68b83fe1ad97b32cd580d updatedAt SubX_From_0x0000000000000000000000000000000000000000 SubX_From_other_token X_From_0x55d398326f99059ff775485246999027b3197955 X_From_other_token SubX_From_0xfed13d0c40790220fbde712987079eda1ed75c51 SubX_From_0x55d398326f99059ff775485246999027b3197955 SubX_address_0x317cd61fa24e2e4068b4c47bd58d5fc9f4e7a12b SubX_address_0x88649f4743a758171077b98ee2003f1989b1615a SubX_address_0x98f2e67f4df7a6a412c75313d7d558fc359a1e79 SubX_address_0xa779741be221459b85d8d6fe42e992342413a350 SubX_address_0xb9287d89d9d547dd33fc9fb8a3b0cf587819a9ee SubX_address_0xc97dff3293c7add9fbeefa5e3bffee5f2c187b1d X_address_0x69fb5f425970cebfabe1ca12037d3284faf95e57 _sg_0x38_0x69fb5f425970cebfabe1ca12037d3284faf95e57 SubX_Time__0__0__0__0__0__0__0__0__0__0__0__0__0__1__0__0__0__0__0__0__0__0__0__0_ SubX_Time__0__0__0__0__0__0__0__0__1__1__0__0__0__0__0__0__0__0__0__0__0__0__0__0_ SubX_Time__0__0__0__0__0__0__1__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0_ SubX_Time__0__0__0__0__1__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0_ SubX_Time__0__0__0__0__2__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0_ X_Time__0__0__0__0__2__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0__0_
+feature_infos=none none none none none none none none none none none none none none none none none none none none none none none
+tree_sizes=240
+
+Tree=0
+num_leaves=1
+num_cat=0
+split_feature=
+split_gain=
+threshold=
+decision_type=
+left_child=
+right_child=
+leaf_value=-34.538776391283193
+leaf_weight=
+leaf_count=7
+internal_value=
+internal_weight=
+internal_count=
+is_linear=0
+shrinkage=1
+
+
+end of trees
+
+feature_importances:
+
+parameters:
+[boosting: gbdt]
+[objective: binary]
+[metric: binary_logloss]
+[tree_learner: serial]
+[device_type: cpu]
+[data_sample_strategy: bagging]
+[data: ]
+[valid: ]
+[num_iterations: 250]
+[learning_rate: 0.05]
+[num_leaves: 190]
+[num_threads: 0]
+[seed: 0]
+[deterministic: 0]
+[force_col_wise: 0]
+[force_row_wise: 0]
+[histogram_pool_size: -1]
+[max_depth: 40]
+[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]
+[bagging_by_query: 0]
+[feature_fraction: 0.4]
+[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:[]