Table 1. The proposed model accuracy.
Dataset | Original dataset | Augmented dataset | ||||||
---|---|---|---|---|---|---|---|---|
Average accuracy |
Average sensitivity |
Average specificity |
Average Precision |
Average accuracy |
Average sensitivity |
Average specificity |
Average Precision |
|
DermIS- DermQuest |
88.24 | 86.79 | 86.79 | 89.01 | 96.86 | 96.90 | 96.90 | 96.92 |
MED-NODE | 91.18 | 91.43 | 91.43 | 90.70 | 97.70 | 97.34 | 97.34 | 97.93 |
ISIC | 87.31 | 62.02 | 79.07 | 73.07 | 95.91 | 88.47 | 93.00 | 92.34 |