| { | |
| "model_type": "poset5-cal-compact", | |
| "num_features": 14, | |
| "window_size": 32, | |
| "patch_size": 8, | |
| "d_model": 128, | |
| "num_heads": 4, | |
| "num_layers": 2, | |
| "num_classes": 5, | |
| "key_names": [ | |
| "W", | |
| "A", | |
| "S", | |
| "D", | |
| "Space" | |
| ], | |
| "best_metrics": { | |
| "val_loss": 0.25981749246517816, | |
| "f1_macro": 0.7377958871424807, | |
| "f1_micro": 0.9314079422382672, | |
| "hamming_loss": 0.03166666666666667, | |
| "per_key": { | |
| "W": { | |
| "f1": 0.9704142011834319, | |
| "prec": 0.9647058823529412, | |
| "rec": 0.9761904761904762 | |
| }, | |
| "A": { | |
| "f1": 0.8813559322033898, | |
| "prec": 0.8387096774193549, | |
| "rec": 0.9285714285714286 | |
| }, | |
| "S": { | |
| "f1": 1.0, | |
| "prec": 1.0, | |
| "rec": 1.0 | |
| }, | |
| "D": { | |
| "f1": 0.8372093023255814, | |
| "prec": 0.9473684210526315, | |
| "rec": 0.75 | |
| }, | |
| "Space": { | |
| "f1": 0.0, | |
| "prec": 0.0, | |
| "rec": 0.0 | |
| } | |
| } | |
| } | |
| } |