Table 9. Performance metrics for sequential forward and backward search stratigies of the second fusion stage using MCS classifiers for the BreakHis dataset.
Classifier | Sensitivity | Specificity | Precision | F1-Score |
---|---|---|---|---|
Forward strategy (FS-5-BH-FW) | ||||
MCS-40x | 0.99 | 0.9906 | 0.991 | 0.9905 |
MCS-100x | 0.9949 | 0.9959 | 0.9959 | 0.9954 |
Backward strategy (FS-1-BH-BW) | ||||
MCS-40x | 0.9879 | 0.9834 | 0.9889 | 0.9884 |
MCS-100x | 0.9798 | 0.9656 | 0.9891 | 0.9844 |