Table 3.
CV methods | Dataset | AUC (95% CI) | Accuracy (%) | Sensitivity (%; 95% CI) | Specificity (%; 95% CI) |
---|---|---|---|---|---|
10-fold | Primary | 0.974 (0.946–1) | 93.8 | 93.8 (82.8–98.69) | 90.6 (74.98–98.02) |
Validation | 0.980 (0.929–1) | 90.0 | 90.9 (58.72–99.77) | 88.9 (51.75–99.72) | |
5-fold | Primary | 0.978 (0.953–1) | 90.0 | 97.9 (88.93–99.95) | 78.1 (60.03–90.72) |
Validation | 0.981 (0.925–1) | 90.0 | 77.8 (39.99–97.19) | ||
LOO | Primary | 0.971 (0.940–1) | 83.8 | 75.0 (60.4–86.36) | 96.9 (83.78–99.92) |
Validation | 0.968 (0.918–1) | 85.0 | 72.7 (39.03–93.98) |
CV, cross-validation; LOO, leave one out; AUC, area under the curve; CI, confidence interval.