Table 1.
Performance | Architecture | ||||||||
Metrics | VGG-16 | DenseNet-161 | ResNet-50 | ||||||
Accuracy | Recall | Precision | Accuracy | Recall | Precision | Accuracy | Recall | Precision | |
1st Learning Stage | 95.36 | 99.66 | 95.14 | 95.94 | 99.66 | 95.76 | 95.65 | 99.66 | 95.45 |
2nd Learning Stage | 96.52 | 100.00 | 96.09 | 97.10 | 100.0 | 96.72 | 96.81 | 100.00 | 96.40 |
nCoV-Net (applied to the testing data) | 80.00 | 84.00 | 74.00 | 82.00 | 86.30 | 76.00 | 79.00 | 83.70 | 72.00 |