Information-theoretic Quantification of High-order Feature Effects in Classification Problems

Ivan Lazic, Chiara BarÃ, Marta Iovino +3

Understanding the contribution of individual features in predictive models remains a central goal in interpretable machine learning, and while many model-agnostic methods exist to…