The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification

Binary classification is a common task for which machine learning and computational statistics are used, and the area under the receiver operating characteristic curve (ROC AUC) has become the common standard ...

Source: BioData Mining - February 17, 2023 Category: Bioinformatics Authors: Davide Chicco and Giuseppe Jurman Tags: Methodology Source Type: research