Plot of sensitivity, specificity, and MCC vs. threshold for binary classification using Dataset 1.

Abstract

<p>It is seen that the peak of the MCC (dashed vertical line) occurs in this case where the specificity is somewhat larger than the sensitivity. A user may wish to use a threshold either larger or smaller than the position of the peak of the MCC, depending on whether specificity or sensitivity is more highly valued.</p