Should we really use post-hoc tests based on mean-ranks?

Alessio Benavoli, Giorgio Corani, Francesca Mangili

The statistical comparison of multiple algorithms over multiple data sets is fundamental in machine learning. This is typically carried out by the Friedman test. When the Friedman…