{ "best_augmentation": "SmoothTimeMask", "best_candidate": "SmoothTimeMask(mask_len_samples=500)", "best_magnitude": 500.0, "best_relative_validation_improvement": 0.328125, "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": 0.3784722222222222, "identity_validation_score": 0.2222222222222222, "patience": 10, "search_candidates": 16, "search_magnitudes_per_augmentation": 5, "short_run_epochs": 2, "training_score": 0.4826388888888889, "tutorial": "plot_data_augmentation_search", "validation_score": 0.2951388888888889 }