Table 4.
Performance parameter of the proposed method.
BIRADS density classes | Precision | Recall | F1-score | Overall classification accuracy | Overall AUC |
---|---|---|---|---|---|
Predominantly fatty-class A | 1 | 0.866 | 0.92 | 0.9006 | 0.9625 |
Fat with some fibro glandular tissue class B | 0.77 | 0.77 | 0.755 | ||
Heterogeneous dense-class C | 0.857 | 1 | 0.922 | ||
Extremely dense-class D | 0.90 | 1 | 0.947 |