Table 2.
Classification performance metrics across outer folds for the best-performing region combinations. Each row represents a single outer fold result for the specified region set
| Regions | nCV outer fold | AUC | Accuracy | Sensitivity | Specificity |
|---|---|---|---|---|---|
| S2 | 1 | 0.64 | 0.55 | 0.47 | 0.67 |
| S2 | 2 | 0.70 | 0.50 | 0.45 | 0.60 |
| S2 | 3 | 0.48 | 0.62 | 0.67 | 0.55 |
| S1, S2 | 1 | 0.63 | 0.59 | 0.71 | 0.42 |
| S1, S2 | 2 | 0.81 | 0.73 | 0.80 | 0.60 |
| S1, S2 | 3 | 0.65 | 0.55 | 0.56 | 0.55 |
| S1, S2, F | 1 | 0.80 | 0.69 | 0.88 | 0.42 |
| S1, S2, F | 2 | 0.71 | 0.63 | 0.65 | 0.60 |
| S1, S2, F | 3 | 0.79 | 0.66 | 0.67 | 0.64 |
| S1, S2, I1, F | 1 | 0.76 | 0.66 | 0.76 | 0.50 |
| S1, S2, I1, F | 2 | 0.65 | 0.53 | 0.45 | 0.70 |
| S1, S2, I1, F | 3 | 0.74 | 0.66 | 0.72 | 0.55 |
| All | 1 | 0.58 | 0.52 | 0.65 | 0.33 |
| All | 2 | 0.53 | 0.60 | 0.75 | 0.30 |
| All | 3 | 0.62 | 0.55 | 0.67 | 0.36 |