| { | |
| "optimal_threshold": 0.8592227101325989, | |
| "test_metrics": { | |
| "sensitivity": 0.9, | |
| "specificity": 0.95, | |
| "precision": 0.8181818181818182, | |
| "npv": 0.9743589743589743, | |
| "f1": 0.8571428571428572, | |
| "auc": 0.9475 | |
| }, | |
| "confusion_matrix": { | |
| "tn": 38, | |
| "fp": 2, | |
| "fn": 1, | |
| "tp": 9 | |
| }, | |
| "training_params": { | |
| "batch_size": 4, | |
| "learning_rate": 2e-05, | |
| "num_epochs": 5, | |
| "seed": 42 | |
| } | |
| } |