Fig. 1From: The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluationRelationship between MCC and F1 score. Scatterplot of all the 21 084 251 possible confusion matrices for a dataset with 500 samples on the MCC/ F1 plane. In red, the (−0.04, 0.95) point corresponding to use case A1Back to article page