| { | |
| "aggregation": "equal_probability_mean", | |
| "models": [ | |
| "iednet_lite", | |
| "resnet_attention", | |
| "eegpt" | |
| ], | |
| "test_metrics": { | |
| "accuracy": 0.936028659160696, | |
| "auprc": 0.7451331821970812, | |
| "auroc": 0.9004447787249058, | |
| "balanced_accuracy": 0.8248940781950977, | |
| "f1": 0.7030878859857482, | |
| "false_positives_per_minute": 0.4835924006908463, | |
| "fn": 138, | |
| "fp": 112, | |
| "n": 3908, | |
| "precision": 0.7254901960784313, | |
| "prevalence": 0.11105424769703173, | |
| "sensitivity": 0.6820276497695853, | |
| "specificity": 0.9677605066206102, | |
| "threshold": 0.5290762755, | |
| "tn": 3362, | |
| "tp": 296 | |
| }, | |
| "threshold": 0.5290762755, | |
| "validation_metrics": { | |
| "accuracy": 0.9499743458183684, | |
| "auprc": 0.6261332028552472, | |
| "auroc": 0.8396483118829026, | |
| "balanced_accuracy": 0.7578195124709342, | |
| "f1": 0.6313799621928167, | |
| "false_positives_per_minute": 0.19262981574539362, | |
| "fn": 149, | |
| "fp": 46, | |
| "n": 3898, | |
| "precision": 0.784037558685446, | |
| "prevalence": 0.08106721395587481, | |
| "sensitivity": 0.5284810126582279, | |
| "specificity": 0.9871580122836404, | |
| "threshold": 0.5290762755, | |
| "tn": 3536, | |
| "tp": 167 | |
| }, | |
| "weights": [ | |
| 0.3333333333333333, | |
| 0.3333333333333333, | |
| 0.3333333333333333 | |
| ] | |
| } | |