Table 12 Impact of data augmentation.
From: Advancing skin cancer diagnosis with deep learning and attention mechanisms
Metric | With augmentation | Without augmentation |
|---|---|---|
Accuracy | 97.8% | 93.5% |
Precision | 98.1% | 94.2% |
Sensitivity | 98.3% | 94.0% |
IoU | 99.4% | 94.1% |
Dice Score | 98.8% | 94.2% |
