| { |
| "scores": { |
| "brier_score": 0.00741662062575189, |
| "log_loss": 0.043924229214687215, |
| "roc_auc": 0.6249060470902681 |
| }, |
| "concedes": { |
| "brier_score": 0.0069172045568566005, |
| "log_loss": 0.04137033283117246, |
| "roc_auc": 0.5651033065418403 |
| }, |
| "config": { |
| "n_estimators": 100, |
| "max_depth": 3, |
| "learning_rate": 0.1, |
| "nb_prev_actions": 3, |
| "n_features": 145, |
| "feature_names": [ |
| "actiontype_pass_a0", |
| "actiontype_cross_a0", |
| "actiontype_throw_in_a0", |
| "actiontype_freekick_crossed_a0", |
| "actiontype_freekick_short_a0", |
| "actiontype_corner_crossed_a0", |
| "actiontype_corner_short_a0", |
| "actiontype_take_on_a0", |
| "actiontype_foul_a0", |
| "actiontype_tackle_a0", |
| "actiontype_interception_a0", |
| "actiontype_shot_a0", |
| "actiontype_shot_penalty_a0", |
| "actiontype_shot_freekick_a0", |
| "actiontype_keeper_save_a0", |
| "actiontype_keeper_claim_a0", |
| "actiontype_keeper_punch_a0", |
| "actiontype_keeper_pick_up_a0", |
| "actiontype_clearance_a0", |
| "actiontype_bad_touch_a0", |
| "actiontype_non_action_a0", |
| "actiontype_dribble_a0", |
| "actiontype_goalkick_a0", |
| "actiontype_pass_a1", |
| "actiontype_cross_a1", |
| "actiontype_throw_in_a1", |
| "actiontype_freekick_crossed_a1", |
| "actiontype_freekick_short_a1", |
| "actiontype_corner_crossed_a1", |
| "actiontype_corner_short_a1", |
| "actiontype_take_on_a1", |
| "actiontype_foul_a1", |
| "actiontype_tackle_a1", |
| "actiontype_interception_a1", |
| "actiontype_shot_a1", |
| "actiontype_shot_penalty_a1", |
| "actiontype_shot_freekick_a1", |
| "actiontype_keeper_save_a1", |
| "actiontype_keeper_claim_a1", |
| "actiontype_keeper_punch_a1", |
| "actiontype_keeper_pick_up_a1", |
| "actiontype_clearance_a1", |
| "actiontype_bad_touch_a1", |
| "actiontype_non_action_a1", |
| "actiontype_dribble_a1", |
| "actiontype_goalkick_a1", |
| "actiontype_pass_a2", |
| "actiontype_cross_a2", |
| "actiontype_throw_in_a2", |
| "actiontype_freekick_crossed_a2", |
| "actiontype_freekick_short_a2", |
| "actiontype_corner_crossed_a2", |
| "actiontype_corner_short_a2", |
| "actiontype_take_on_a2", |
| "actiontype_foul_a2", |
| "actiontype_tackle_a2", |
| "actiontype_interception_a2", |
| "actiontype_shot_a2", |
| "actiontype_shot_penalty_a2", |
| "actiontype_shot_freekick_a2", |
| "actiontype_keeper_save_a2", |
| "actiontype_keeper_claim_a2", |
| "actiontype_keeper_punch_a2", |
| "actiontype_keeper_pick_up_a2", |
| "actiontype_clearance_a2", |
| "actiontype_bad_touch_a2", |
| "actiontype_non_action_a2", |
| "actiontype_dribble_a2", |
| "actiontype_goalkick_a2", |
| "result_fail_a0", |
| "result_success_a0", |
| "result_offside_a0", |
| "result_owngoal_a0", |
| "result_yellow_card_a0", |
| "result_red_card_a0", |
| "result_fail_a1", |
| "result_success_a1", |
| "result_offside_a1", |
| "result_owngoal_a1", |
| "result_yellow_card_a1", |
| "result_red_card_a1", |
| "result_fail_a2", |
| "result_success_a2", |
| "result_offside_a2", |
| "result_owngoal_a2", |
| "result_yellow_card_a2", |
| "result_red_card_a2", |
| "bodypart_foot_a0", |
| "bodypart_head_a0", |
| "bodypart_other_a0", |
| "bodypart_head/other_a0", |
| "bodypart_foot_a1", |
| "bodypart_head_a1", |
| "bodypart_other_a1", |
| "bodypart_head/other_a1", |
| "bodypart_foot_a2", |
| "bodypart_head_a2", |
| "bodypart_other_a2", |
| "bodypart_head/other_a2", |
| "period_id_a0", |
| "time_seconds_a0", |
| "time_seconds_overall_a0", |
| "period_id_a1", |
| "time_seconds_a1", |
| "time_seconds_overall_a1", |
| "period_id_a2", |
| "time_seconds_a2", |
| "time_seconds_overall_a2", |
| "start_x_a0", |
| "start_y_a0", |
| "start_x_a1", |
| "start_y_a1", |
| "start_x_a2", |
| "start_y_a2", |
| "end_x_a0", |
| "end_y_a0", |
| "end_x_a1", |
| "end_y_a1", |
| "end_x_a2", |
| "end_y_a2", |
| "start_dist_to_goal_a0", |
| "start_angle_to_goal_a0", |
| "start_dist_to_goal_a1", |
| "start_angle_to_goal_a1", |
| "start_dist_to_goal_a2", |
| "start_angle_to_goal_a2", |
| "end_dist_to_goal_a0", |
| "end_angle_to_goal_a0", |
| "end_dist_to_goal_a1", |
| "end_angle_to_goal_a1", |
| "end_dist_to_goal_a2", |
| "end_angle_to_goal_a2", |
| "dx_a0", |
| "dy_a0", |
| "movement_a0", |
| "dx_a1", |
| "dy_a1", |
| "movement_a1", |
| "dx_a2", |
| "dy_a2", |
| "movement_a2", |
| "team_1", |
| "team_2", |
| "time_delta_1", |
| "time_delta_2" |
| ], |
| "n_train_games": 4468, |
| "n_test_games": 1118, |
| "n_train_samples": 7797891, |
| "n_test_samples": 1958319, |
| "hf_dataset_commit": "1e4fb3bb9cbfcc11c8c87f14305428e8f750fe60" |
| }, |
| "elapsed_seconds": 1311.963861305001, |
| "rate_usd_per_hour": 0.01, |
| "estimated_cost_usd": 0.0036443440591805588, |
| "workflow_id": "wf-vaep", |
| "workflow_phase": "training", |
| "row_count": 9756210 |
| } |
