Table 2 Consolidated distribution of breakhis and BACH dataset images.
Dataset | Magnification | Class | Image Count | Train | Validation | Test |
|---|---|---|---|---|---|---|
BreakHis | 40× | Benign | 625 | 500 | 62 | 63 |
BreakHis | 40× | Malignant | 1370 | 1100 | 135 | 135 |
BreakHis | 100× | Benign | 644 | 515 | 64 | 65 |
BreakHis | 100× | Malignant | 1437 | 1150 | 143 | 144 |
BreakHis | 200× | Benign | 623 | 498 | 62 | 63 |
BreakHis | 200× | Malignant | 1390 | 1110 | 140 | 140 |
BreakHis | 400× | Benign | 588 | 470 | 59 | 59 |
BreakHis | 400× | Malignant | 1232 | 980 | 126 | 126 |
BACH | — | Normal | 100 | 70 | 15 | 15 |
BACH | — | Benign | 100 | 70 | 15 | 15 |
BACH | — | In situ carcinoma | 100 | 70 | 15 | 15 |
BACH | — | Invasive carcinoma | 100 | 70 | 15 | 15 |
