Table 3.
Analysis of results of images ISIC 2018 using a pre-trained DenseNet169.
| Models | Classes | AUC% | Precision% | Accuracy% | Sensitivity% | Specificity% |
|---|---|---|---|---|---|---|
| DenseNet169 | Actinic keratoses | 61.5 | 60 | 32.3 | 32.5 | 99.2 |
| Basal cell carcinoma | 68.9 | 67 | 70.9 | 71.5 | 98.5 | |
| Benign keratosis Lesions | 94.2 | 93.8 | 95.9 | 95.8 | 99.1 | |
| Dermatofibroma | 71.5 | 70.6 | 52.2 | 52.6 | 99.5 | |
| Melanoma | 83.5 | 81.1 | 76.8 | 77.4 | 98.3 | |
| Nevi | 91.8 | 93.7 | 97 | 97.7 | 86.9 | |
| Vascular | 60.8 | 58.8 | 35.7 | 36.5 | 99.7 | |
| Overall | 76.03 | 75.00 | 89.80 | 66.29 | 97.31 |