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116 122 123 129 135 141 147 153 159 165 171 177 183 188 194 195 201 cat_threshold=855638274 2689599521 268443792 134217728 553648130 1085440 2228884 33579080 67371008 83886084 69238800 262656 133638 272704538 1091064832 2157986304 16777236 4194600 1661075712 3211334 1746940160 2147328 1627916288 2752640 98816 1644171528 548 100663808 2151809280 1157184 268468224 2182103297 2162944 16785410 541065472 65536 65552 137249 394389 218112384 4309232 1052768 4194498 1141375104 32 33554432 69206272 270592 140511936 268435592 65568 1073746432 0 270336 6359104 2722645376 285262864 2348810768 2147680256 73824 67143680 100805400 306184324 2214731795 2216690056 65 268500994 549502976 17825817 1837695296 4218945 67680 2217771057 1107822368 2147877890 266375 98816 4203008 268468242 135209 34144900 50663430 252 34816 198 536892416 16777217 4608 4325392 4456480 4177 2 638083072 285261824 2181431302 67109134 4227072 65536 256 33619969 262272 128 65536 134219264 0 557568 16777216 0 2048 7174 65552 4128 131073 8320 98432 64 553648144 2147504417 33980544 4096 1610809504 1116672 23 4721280 352452760 268468736 2147483648 67109166 36864 4735680 2231375888 33587328 2147492368 67109310 1314817 4194944 67108880 32768 8208 67109032 266240 0 2147485696 33554560 2147484160 30 1048576 32768 67108864 37748740 67117058 67109248 1 136381440 33706112 196608 150994944 2151678080 1091584 50626640 180416 304161580 263172 1080033344 401409 32769 1342705792 5668 33570960 2152333312 8480 138477568 1074397312 4129 266368 2151677952 74048 134743040 268470272 393216 0 67125506 1315072 167772160 64 65537 67108864 32768 32770 4097 34144384 65536 4 32768 2080 274726928 2168979585 673296 1107361792 82016 1093632 is_linear=0 shrinkage=0.05 end of trees feature_importances: country_of_citizenship=3561 as_of_year=1176 log_value=996 value_diff_1=736 age=645 as_of_month=616 international_caps=570 gap_to_prev_days=521 value_lag_1=496 age_minus_position_peak=448 sub_position=414 value_diff_2=386 months_since_peak=343 value_diff_3=328 days_since_first_valuation=276 value_lag_2=249 team_minutes_6mo=238 minutes_share_team_6mo=208 club_id=206 log_value_career_std=205 height_in_cm=196 goals_6mo_zscore_vs_pos=180 international_goals=173 minutes_played_6mo_zscore_vs_pos=173 value_lag_5=163 log_value_career_mean=163 value_lag_3=160 is_summer_window=158 has_agent=150 team_assists_6mo=150 transfers_to_date=149 team_goals_6mo=144 peak_age_for_position=139 weighted_minutes_6mo=138 log_value_lag_1=134 value_lag_4=131 last_transfer_market_value_eur=123 log_value_career_max=114 assists_6mo_zscore_vs_pos=109 weighted_minutes_12mo=106 goals_per_90_6mo=87 minutes_played_6mo=82 assists_per_90_6mo=79 minutes_played_12mo=77 played_12mo=76 goal_share_team_6mo=71 full90_6mo=66 last_transfer_fee_eur=57 cw_sum_6mo=53 log_value_lag_4=46 full90_12mo=46 started_12mo=45 assist_share_team_6mo=41 foot=40 log_value_lag_2=39 weighted_goals_12mo=39 consec_decreases=38 played_6mo=38 weighted_assists_6mo=38 career_stage=38 log_value_lag_5=37 consec_increases=37 chance_quality_index_6mo=35 log_value_lag_3=34 g_plus_a_6mo=32 yellow_cards_12mo=32 weighted_goals_6mo=31 yellow_cards_6mo=26 position=25 weighted_assists_12mo=24 started_6mo=23 is_winter_window=23 g_plus_a_12mo=21 goals_12mo=17 n_event_goals_6mo=14 skill_goal_share_6mo=14 goals_6mo=11 assists_12mo=11 post_peak=6 n_skill_goals_6mo=5 assists_6mo=4 red_cards_12mo=4 red_cards_6mo=3 parameters: [boosting: gbdt] [objective: binary] [metric: auc] [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: 0.1] [lambda_l2: 0.1] [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: 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:[["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"]]