| { | |
| "model_name": "Skin Lesion Classifier V2", | |
| "best_method": "B3 + TTA", | |
| "models": { | |
| "model_b0": "model_b0.keras", | |
| "model_b3": "model_b3.keras" | |
| }, | |
| "img_size": 300, | |
| "threshold": 0.37999999999999995, | |
| "tta_rounds": 10, | |
| "classes": { | |
| "0": "benign", | |
| "1": "malignant" | |
| }, | |
| "final_metrics": { | |
| "auc": 0.9353, | |
| "accuracy": 0.8379, | |
| "recall_malignant": 0.9467, | |
| "precision_malignant": 0.7573, | |
| "f1_malignant": 0.8415, | |
| "missed_cancers": 16, | |
| "false_alarms": 91 | |
| } | |
| } |