Feature salience - not task-informativeness - drives machine learning model explanations

Benedict Clark, Marta Oliveira, Rick Wilming +1

Explainable AI (XAI) promises to provide insight into machine learning models' decision processes, where one goal is to identify failures such as shortcut learning. This promise re…