Table 3.
The Comparative Classification Performance of Two Approach (Original Dataset and Augmentation Dataset) Using AI Models
| Class | Original dataset | Augmentation dataset | ||||
|---|---|---|---|---|---|---|
| Precision | Recall | Accuracy | Precision | Recall | Accuracy | |
| Benign | 0.89 | 0.85 | 0.89 | 0.94 | 0.88 | 0.93 |
| Malignant | 0.95 | 0.86 | 0.87 | 1 | 0.89 | 0.89 |
| All classes | 0.92 | 0.84 | 0.88 | 0.97 | 0.89 | 0.95 |