| { | |
| "best_augmentation": "SmoothTimeMask", | |
| "best_candidate": "SmoothTimeMask(mask_len_samples=300)", | |
| "best_magnitude": 300.0, | |
| "best_relative_validation_improvement": 0.6438356164383561, | |
| "chance_level": 0.25, | |
| "cv_splits": 2, | |
| "display_metric_key": "eval_accuracy", | |
| "display_metric_name": "accuracy", | |
| "display_split_name": "held-out session", | |
| "epochs_requested": 100, | |
| "eval_accuracy": 0.6805555555555556, | |
| "identity_validation_score": 0.2534722222222222, | |
| "patience": 20, | |
| "search_candidates": 16, | |
| "search_magnitudes_per_augmentation": 5, | |
| "short_run_epochs": 2, | |
| "training_score": 0.8020833333333333, | |
| "tutorial": "plot_data_augmentation_search", | |
| "validation_score": 0.41666666666666663 | |
| } | |