The MCC-F1 curve: a performance evaluation technique for binary classification

Chang Cao, Davide Chicco, Michael M. Hoffman

Many fields use the ROC curve and the PR curve as standard evaluations of binary classification methods. Analysis of ROC and PR, however, often gives misleading and inflated perfor…