Table 3 Value of different performance metrics for the HAM10000 dataset.
Class | Precision | Recall | F1-score | AUC |
|---|---|---|---|---|
akiec | 0.99 | 1.00 | 1.00 | 0.99 |
bcc | 0.99 | 1.00 | 0.99 | 0.99 |
bkl | 0.95 | 0.99 | 0.97 | 0.95 |
df | 0.99 | 1.00 | 1.00 | 1.00 |
Mel | 0.99 | 0.86 | 0.92 | 0.96 |
nv | 1.00 | 1.00 | 1.00 | 1.00 |
vasc | 0.93 | 0.99 | 0.96 | 0.96 |
Average | 0.98 | 0.98 | 0.98 | 0.98 |
