Table 17 DAC-GAN 5-Fold consolidated cross-validation performance.
MFResNet18 Fold | Accuracy (%) | Sensitivity (%) | Specificity (%) | Precision (%) | Recall (%) | F1-Score (%) | IoU (%) |
|---|---|---|---|---|---|---|---|
Fold 1 | 99.78 | 99.84 | 99.89 | 99.80 | 99.84 | 99.82 | 99.60 |
Fold 2 | 99.81 | 99.86 | 99.91 | 99.84 | 99.86 | 99.85 | 99.65 |
Fold 3 | 99.80 | 99.86 | 99.91 | 99.83 | 99.86 | 99.84 | 99.66 |
Fold 4 | 99.79 | 99.85 | 99.89 | 99.81 | 99.85 | 99.83 | 99.63 |
Fold 5 | 99.83 | 99.89 | 99.93 | 99.85 | 99.89 | 99.87 | 99.69 |
Mean ± SD | 99.80 ± 0.02 | 99.86 ± 0.02 | 99.91 ± 0.02 | 99.83 ± 0.02 | 99.86 ± 0.02 | 99.84 ± 0.02 | 99.65 ± 0.03 |
95% Confidence Interval | [99.78, 99.82] | [99.84, 99.88] | [99.89, 99.92] | [99.81, 99.85] | [99.84, 99.88] | [99.82, 99.86] | [99.62, 99.68] |
