Global explanations with decision rules: a co-learning approach

Géraldin Nanfack, Paul Temple, Benoît Frénay

Abstract: Black-box machine learning models can be extremely accurate. Yet, in critical applications such as in healthcare or justice, if models cannot be explained, domain experts will be reluctant to use t...