| { | |
| "input_dim": 22, | |
| "hidden_dims": [ | |
| 128, | |
| 64, | |
| 32 | |
| ], | |
| "dropout_rate": 0.3, | |
| "feature_columns": [ | |
| "angle_to_gk", | |
| "angle_to_goal", | |
| "ball_closer_than_gk", | |
| "body_part_name_Left Foot", | |
| "body_part_name_Other", | |
| "body_part_name_Right Foot", | |
| "dist_to_gk", | |
| "distance_to_goal", | |
| "goal_dist_to_gk", | |
| "minute", | |
| "nearest_opponent_dist", | |
| "nearest_teammate_dist", | |
| "opponents_within_5m", | |
| "play_pattern_name_From Counter", | |
| "play_pattern_name_From Free Kick", | |
| "play_pattern_name_From Goal Kick", | |
| "play_pattern_name_From Keeper", | |
| "play_pattern_name_From Kick Off", | |
| "play_pattern_name_From Throw In", | |
| "play_pattern_name_Other", | |
| "play_pattern_name_Regular Play", | |
| "teammates_within_5m" | |
| ], | |
| "model_type": "MLP", | |
| "framework": "PyTorch", | |
| "task": "binary_classification", | |
| "target": "is_goal" | |
| } |