Robust performance metrics for imbalanced classification problems

Hajo Holzmann, Bernhard Klar

We show that established performance metrics in binary classification, such as Matthews' correlation coefficient (MCC), Cohen's $\kappa$, the F-score or the Jaccard similarity coefficie…