| { |
| "base_model_dir": "models/multitask/lumen_multitask_base", |
| "cls_head_path": "models/multitask/bifurcation_head.keras", |
| "split_json": "evals/splits/ivus_split_merged_600.json", |
| "num_test_samples": 90, |
| "num_test_with_lumen": 48, |
| "threshold_info": { |
| "method": "validation_sweep", |
| "metric": "cls_f1", |
| "selected_threshold": 0.5199999999999999, |
| "val_best": { |
| "threshold": 0.5199999999999999, |
| "cls_accuracy": 0.8888888888888888, |
| "cls_precision": 0.8888888888888888, |
| "cls_recall": 0.9491525423728814, |
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| "cls_auc": 0.9111536741256714, |
| "tp": 56, |
| "fp": 7, |
| "fn": 3, |
| "tn": 24 |
| } |
| }, |
| "segmentation_metrics": { |
| "seg_count": 48, |
| "seg_iou": 0.8519954307622618, |
| "seg_dice": 0.920083728728844 |
| }, |
| "bifurcation_metrics": { |
| "threshold": 0.5199999999999999, |
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| "cls_precision": 0.9259259259259259, |
| "cls_recall": 0.847457627118644, |
| "cls_f1": 0.8849557522123893, |
| "cls_auc": 0.9633679986000061, |
| "tp": 50, |
| "fp": 4, |
| "fn": 9, |
| "tn": 27 |
| } |
| } |
