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3613184 20971584 2147483648 16908320 0 131104 32768 1024 33554440 12288 2147762176 0 33 65536 537001984 131072 50331648 1163952144 4194384 2214592513 0 67108864 67141648 4227072 2 is_linear=0 shrinkage=0.05 end of trees feature_importances: country_of_citizenship=14556 as_of_year=4121 log_value=3572 gap_to_prev_days=3270 as_of_month=2611 value_diff_1=2594 age=2420 sub_position=2255 log_value_career_std=2035 age_minus_position_peak=1987 value_diff_2=1892 international_caps=1781 months_since_peak=1752 value_diff_3=1746 value_lag_1=1589 days_since_first_valuation=1535 team_minutes_6mo=1331 club_id=1315 log_value_career_mean=1300 height_in_cm=1173 value_lag_5=1056 value_lag_2=1054 goals_6mo_zscore_vs_pos=986 value_lag_4=924 minutes_share_team_6mo=904 value_lag_3=892 weighted_minutes_6mo=868 team_goals_6mo=844 minutes_played_6mo_zscore_vs_pos=831 log_value_career_max=812 assists_6mo_zscore_vs_pos=793 team_assists_6mo=787 weighted_minutes_12mo=706 minutes_played_12mo=595 international_goals=588 last_transfer_market_value_eur=492 minutes_played_6mo=486 is_summer_window=458 assists_per_90_6mo=442 goals_per_90_6mo=436 has_agent=424 played_12mo=416 transfers_to_date=411 goal_share_team_6mo=406 cw_sum_6mo=392 log_value_lag_1=361 chance_quality_index_6mo=357 full90_6mo=328 full90_12mo=321 played_6mo=308 assist_share_team_6mo=300 consec_decreases=289 consec_increases=255 weighted_goals_12mo=253 yellow_cards_12mo=250 peak_age_for_position=235 last_transfer_fee_eur=233 started_12mo=229 weighted_goals_6mo=225 weighted_assists_12mo=221 log_value_lag_2=213 yellow_cards_6mo=212 foot=204 log_value_lag_3=200 weighted_assists_6mo=184 log_value_lag_4=178 g_plus_a_12mo=177 started_6mo=144 log_value_lag_5=140 g_plus_a_6mo=139 career_stage=121 goals_12mo=105 assists_12mo=88 n_event_goals_6mo=83 skill_goal_share_6mo=82 is_winter_window=80 position=58 goals_6mo=47 n_skill_goals_6mo=44 red_cards_12mo=43 assists_6mo=35 post_peak=21 red_cards_6mo=14 pre_peak=9 parameters: [boosting: gbdt] [objective: multiclass] [metric: multi_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.05] [num_leaves: 127] [num_threads: 0] [seed: 42] [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: 5] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [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: 17869] [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: 175] [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: 45,46,47,49,54] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 3] [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:[["Attack", "Defender", "Goalkeeper", "Midfield", "Missing"], ["Attacking Midfield", "Central Midfield", "Centre-Back", "Centre-Forward", "Defensive Midfield", "Goalkeeper", "Left Midfield", "Left Winger", "Left-Back", "Right Midfield", "Right Winger", "Right-Back", "Second Striker"], ["both", "left", "right"], ["Afghanistan", "Albania", "Algeria", "Andorra", "Angola", "Antigua and Barbuda", "Argentina", "Armenia", "Aruba", "Australia", "Austria", "Azerbaijan", "Bahrain", "Bangladesh", "Barbados", "Belarus", "Belgium", "Benin", "Bermuda", "Bolivia", "Bonaire", "Bosnia-Herzegovina", "Brazil", "Brunei Darussalam", "Bulgaria", "Burkina Faso", "Burundi", "Cameroon", "Canada", "Cape Verde", "Central African Republic", "Chad", "Chile", "China", "Chinese Taipei", "Colombia", "Comoros", "Congo", "Costa Rica", "Cote d'Ivoire", "Croatia", "Cuba", "Curacao", "Cyprus", "Czech Republic", "DR Congo", "Denmark", "Dominican Republic", "Ecuador", "Egypt", "El Salvador", "England", "Equatorial Guinea", "Eritrea", "Estonia", "Ethiopia", "Faroe Islands", "Finland", "France", "French Guiana", "Gabon", "Georgia", "Germany", "Ghana", "Greece", "Grenada", "Guadeloupe", "Guatemala", "Guinea", "Guinea-Bissau", "Guyana", "Haiti", "Honduras", "Hungary", "Iceland", "India", "Indonesia", "Iran", "Iraq", "Ireland", "Israel", "Italy", "Jamaica", "Japan", "Jordan", "Kazakhstan", "Kenya", "Korea, North", "Korea, South", "Kosovo", "Kyrgyzstan", "Laos", "Latvia", "Lebanon", "Liberia", "Libya", "Liechtenstein", "Lithuania", "Luxembourg", "Macao", "Madagascar", "Malawi", "Malaysia", "Mali", "Malta", "Martinique", "Mauritania", "Mauritius", "Mexico", "Moldova", "Montenegro", "Montserrat", "Morocco", "Mozambique", "Netherlands", "Neukaledonien", "New Caledonia", "New Zealand", "Nicaragua", "Niger", "Nigeria", "North Macedonia", "Northern Ireland", "Norway", "Oman", "Pakistan", "Palestine", "Panama", "Papua New Guinea", "Paraguay", "Peru", "Philippines", "Poland", "Portugal", "Qatar", "Romania", "Russia", "Rwanda", "R\u00e9union", "Saint-Martin", "San Marino", "Sao Tome and Principe", "Saudi Arabia", "Scotland", "Senegal", "Serbia", "Seychelles", "Sierra Leone", "Sint Maarten", "Slovakia", "Slovenia", "Somalia", "South Africa", "Southern Sudan", "Spain", "St. Kitts & Nevis", "St. Lucia", "Suriname", "Sweden", "Switzerland", "Syria", "Tahiti", "Tajikistan", "Tanzania", "Thailand", "The Gambia", "Togo", "Trinidad and Tobago", "Tunisia", "Turkey", "Turkmenistan", "T\u00fcrkiye", "Uganda", "Ukraine", "United Arab Emirates", "United States", "Uruguay", "Uzbekistan", "Venezuela", "Vietnam", "Wales", "Zambia", "Zimbabwe"], ["aging", "emerging", "prime", "veteran"]]