cc-Shapley: Measuring Multivariate Feature Importance Needs Causal Context

Jörg Martin, Stefan Haufe

Explainable artificial intelligence promises to yield insights into relevant features, thereby enabling humans to examine and scrutinize machine learning models or even facilitatin…