Table 2.
Distribution of the BACH dataset after mixup data augmentation.
| Dataset | Training | Test | ||||||
|---|---|---|---|---|---|---|---|---|
| Normal | Benign | Carcinoma in situ | Invasive carcinoma | Normal | Benign | Carcinoma in situ | Invasive carcinoma | |
| Original dataset | 70 | 70 | 70 | 70 | 30 | 30 | 30 | 30 |
| Enhanced dataset | 280 | 280 | 280 | 280 | 30 | 30 | 30 | 30 |