Bayesian Hypothesis Testing in Machine Learning

Most hypothesis testing in machine learning is done using the frequentist null-hypothesis significance test, which has severe drawbacks. We review recent Bayesian tests which overcome the drawbacks of the frequentist ones.

• Type: Journal
• Year: 2015
• Where: PKDD
• Authors: Giorgio Corani, Alessio Benavoli, Francesca Mangili, Marco Zaffalon
• Keywords: Data Mining, PKDD 2015