The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation. - Davide Chicco; Niklas Tötsch; Giuseppe Jurman (BioData Min., 2021)

Classifier uncertainty: evidence, potential impact, and probabilistic treatment. - Niklas Tötsch; Daniel Hoffmann (PeerJ Comput. Sci., 2021)