F*: An Interpretable Transformation of the F-measure

David J. Hand, Peter Christen, Nishadi Kirielle

The F-measure, also known as the F1-score, is widely used to assess the performance of classification algorithms. However, some researchers find it lacking in intuitive interpretat…