Table 4.
Proposed Model versus state-of-art pre-trained models.
| Network | Class | Precision % | Recall % | F1 Score % | TP | FP | FN | TN | Accuracy % |
|---|---|---|---|---|---|---|---|---|---|
| Proposed Model | Chickenpox | 100.00 | 98.00 | 99.00 | 49 | 1 | 0 | 50 | 99.00 |
| Monkeypox | 98.00 | 100.00 | 99.00 | ||||||
| VGG16 | Chickenpox | 81.00 | 78.00 | 80.00 | 39 | 11 | 9 | 41 | 80.00 |
| Monkeypox | 79.00 | 82.00 | 80.00 | ||||||
| VGG19 | Chickenpox | 86.00 | 72.00 | 78.00 | 36 | 14 | 6 | 44 | 80.00 |
| Monkeypox | 76.00 | 88.00 | 81.00 | ||||||
| ResNet50 | Chickenpox | 76.00 | 94.00 | 84.00 | 47 | 3 | 15 | 35 | 82.00 |
| Monkeypox | 92.00 | 70.00 | 80.00 | ||||||
| AlexNet | Chickenpox | 98.00 | 98.00 | 98.00 | 49 | 1 | 1 | 49 | 98.00 |
| Monkeypox | 98.00 | 98.00 | 98.00 | ||||||
| InceptionV3 | Chickenpox | 88.00 | 90.00 | 89.00 | 45 | 5 | 6 | 44 | 89.00 |
| Monkeypox | 90.00 | 88.00 | 89.00 |