Table 6 Ablation study of the developed model.
Metrics | StackVDRNet-VGG | StackVDRNet-NoFusion | StackVDRNet-Shallow | StackVDRNet-NoRHDAO | RHDAO-StackVDRNet |
|---|---|---|---|---|---|
Accuracy | 89.43 | 90.40 | 91.50 | 93.94 | 97.06 |
Recall | 89.41 | 90.47 | 91.39 | 93.83 | 97.00 |
Specificity | 89.45 | 90.33 | 91.62 | 93.97 | 97.07 |
Precision | 89.71 | 90.59 | 91.81 | 75.67 | 86.87 |
FPR | 10.55 | 9.67 | 8.38 | 6.03 | 2.93 |
FNR | 10.59 | 9.53 | 8.61 | 6.17 | 3.00 |
NPV | 89.45 | 90.33 | 91.62 | 98.70 | 99.39 |
FDR | 10.29 | 9.41 | 8.19 | 24.33 | 13.13 |
F1-Score | 89.56 | 90.53 | 91.60 | 83.78 | 91.65 |
MCC | 78.86 | 80.80 | 83.00 | 80.81 | 90.07 |
