TABLE 5.
Comparison of classification on performance (%) over 4‐fold cross‐validation of test data sets
Test fold | Without mass segmentation | With mass segmentation | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Sen. | Spe. | Acc. | MCC | F1‐score | Sen. | Spe. | Acc. | MCC | F1‐score | |
1st fold | 93.33 | 98.82 | 98.0 | 92.15 | 93.33 | 96.66 | 99.41 | 99.0 | 96.07 | 96.66 |
2nd fold | 90.0 | 98.23 | 97.0 | 88.23 | 90.0 | 93.33 | 98.82 | 99.0 | 92.15 | 93.33 |
3rd fold | 93.33 | 98.82 | 98.0 | 92.15 | 93.33 | 96.66 | 99.41 | 99.0 | 96.07 | 96.66 |
4th fold | 93.33 | 98.82 | 98.0 | 92.15 | 93.33 | 96.66 | 99.41 | 99.0 | 96.07 | 96.66 |