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. 2021 Apr 27;7:e493. doi: 10.7717/peerj-cs.493

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