Scrutinizing XAI using linear ground-truth data with suppressor variables

Rick Wilming, Céline Budding, Klaus-Robert Müller +1

Machine learning (ML) is increasingly often used to inform high-stakes decisions. As complex ML models (e.g., deep neural networks) are often considered black boxes, a wealth of pr…