Table 4.
Analysis of Results of images ISIC 2018 using enhanced ViT model.
| Models | Classes | AUC% | Precision% | Accuracy% | Sensitivity% | Specificity% |
|---|---|---|---|---|---|---|
| Enhanced ViT model | Actinic keratoses | 75.9 | 81 | 52.3 | 52.1 | 99.5 |
| Basal cell carcinoma | 92.4 | 71.2 | 86.4 | 86.4 | 98.5 | |
| Benign keratosis lesions | 96.8 | 96.7 | 94.1 | 93.9 | 99.7 | |
| Dermatofibroma | 65 | 77.8 | 30.4 | 30.5 | 99.6 | |
| Melanoma | 95.2 | 87.9 | 90.6 | 91.7 | 98.6 | |
| Nevi | 95.8 | 96.4 | 98.2 | 98.3 | 93.4 | |
| Vascular | 66.3 | 52.9 | 32.1 | 32.8 | 99.8 | |
| Overall | 83.91 | 80.56 | 93.10 | 69.40 | 98.44 |