Table 8 Performance metrics for each individual class in the ISIC 2019 dataset using the Skin-DeepNet system.
Class | Pr. | Re. | Specificity | F1 |
|---|---|---|---|---|
Melanoma | 98.1 | 97.5 | 99.8 | 97.8 |
Melanocytic nevi | 99.7 | 99.9 | 99.2 | 99.8 |
Basal cell carcinoma | 99.4 | 98.9 | 99.6 | 99.1 |
Squamous cell carcinoma | 96.5 | 79.2 | 99.5 | 87.1 |
Vascular lesions | 94.6 | 81.5 | 99.4 | 87.5 |
Dermatofibroma | 97.3 | 86.4 | 99.7 | 91.5 |
Actinic keratosis | 96.1 | 89.7 | 99.3 | 92.8 |
Benign keratosis | 98.8 | 97.4 | 99.1 | 98.1 |
