Table 2.
Accuracy (%) of the three SVM classifiers trained with the heatmap images of the third approximation coefficients of DWT extracted from the three ResNets for the OMNIAHCOV and SARS-COV-2-CT Scan datasets.
| Classifier | L-SVM | Q-SVM | C-SVM |
|---|---|---|---|
| Model | |||
| OMNIAHCOV Dataset | |||
| ResNet-18 | 95.32 (0.05) | 95.73 (0.04) | 96.18 (0) |
| ResNet-50 | 98.24 (0.01) | 98.24 (0.05) | 98.57 (0.01) |
| ResNet-101 | 98.74 (0) | 98.93 (0) | 98.76 (0.02) |
| SARS-COV-2-CT-Scan Dataset | |||
| ResNet-18 | 95.60 (0.14) | 96.48 (0.21) | 96.72 (0.17) |
| ResNet-50 | 97.98 (0.07) | 98.86 (0.08) | 98.96 (0.12) |
| ResNet-101 | 97.82 (0.09) | 98.72 (0.07) | 98.90 (0.06) |