tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=21 objective=binary sigmoid:1 feature_names=hour dow log_paid log_recv amt_diff ccy_mismatch self_loop is_round same_bank snd_out_deg snd_in_deg snd_out_cnt snd_in_cnt snd_out_amt_mean rcv_out_deg rcv_in_deg rcv_in_cnt gather_scatter amt_to_snd_mean Receiving_Currency Payment_Currency Payment_Format feature_infos=[0:23] [0:6] [9.9999950000033335e-07:26.373588385068551] [9.9999950000033335e-07:26.373588385068551] [0:10568967111.09] [0:1] [0:1] [0:1] [0:1] [1:14230] [0:545] [1:132597] [0:545] [1.5999999999999999e-05:22713553605.482925] [0:14230] [1:545] [1:545] [0:1] [2.743893952910517e-09:3610.9542716772717] -1:12:4:10:14:9:7:11:6:13:1:3:0:5:8:2 -1:12:4:10:14:9:7:11:6:13:1:3:0:5:8:2 -1:3:4:5:0:2:6:1 tree_sizes=6944 14008 14176 13979 13938 13980 13795 13834 13826 13775 13784 13826 13871 13776 13874 13842 13755 13730 13840 13772 13855 13731 13775 13736 13713 13810 13777 13824 13760 13791 13755 13772 13793 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21 3 13 12 15 16 11 2 15 12 12 3 13 11 0 0 3 3 12 split_gain=9.18225e+08 2.37854e+08 5.34895e+07 2.78485e+07 5.85062e+06 4.14836e+06 4.5537e+06 2.96144e+06 2.46815e+06 7.23838e+06 2.24695e+06 2.01011e+06 1.12652e+06 1.06392e+06 974435 909969 813060 683008 652292 491098 490599 453726 419236 335906 743808 558447 298616 235007 230513 217725 215418 202802 200744 181685 176146 147570 119687 725119 730849 113949 105572 104464 99975.9 89163.7 85976.7 84383.5 197562 439777 80270.6 69601.5 64700 51604.7 35995.4 33678.3 13546.5 107404 185931 304306 89121.3 56341 50416.5 10543.7 189464 8129.51 threshold=0 291.00000000000006 5.5724771736976111 17.895000000000003 4.3160871303922255 0.53662727071235994 0.12999922412497256 32.500000000000007 29.500000000000004 7.2283195086443772 20.500000000000004 45.500000000000007 4.5000000000000009 1.0000000180025095e-35 12.500000000000002 15.500000000000002 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 96.586904761904776 7.043705618584446 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1 2 3 4 5 6 7 8 cat_threshold=4338 19457 1 4096 16 12 4 4096 is_linear=0 shrinkage=0.05 end of trees feature_importances: log_paid=9726 rcv_in_cnt=8937 amt_to_snd_mean=8562 hour=6860 snd_out_amt_mean=6357 log_recv=6309 rcv_in_deg=6233 snd_in_cnt=5406 snd_out_cnt=5367 dow=3836 rcv_out_deg=3790 snd_out_deg=3753 Receiving_Currency=2931 snd_in_deg=2753 Payment_Currency=1761 Payment_Format=1272 self_loop=408 same_bank=392 gather_scatter=305 amt_diff=164 ccy_mismatch=32 parameters: [boosting: gbdt] [objective: binary] [metric: average_precision] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.05] [num_leaves: 128] [num_threads: -1] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 50] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 1] [bagging_seed: 3] [bagging_by_query: 0] [feature_fraction: 0.8] [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: 5] [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: 19,20,21] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1200.98] [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:[["Australian Dollar", "Bitcoin", "Brazil Real", "Canadian Dollar", "Euro", "Mexican Peso", "Ruble", "Rupee", "Saudi Riyal", "Shekel", "Swiss Franc", "UK Pound", "US Dollar", "Yen", "Yuan"], ["Australian Dollar", "Bitcoin", "Brazil Real", "Canadian Dollar", "Euro", "Mexican Peso", "Ruble", "Rupee", "Saudi Riyal", "Shekel", "Swiss Franc", "UK Pound", "US Dollar", "Yen", "Yuan"], ["ACH", "Bitcoin", "Cash", "Cheque", "Credit Card", "Reinvestment", "Wire"]]