Explainable Machine Learning for Credit Risk Management When Features are Dependent

Abstract

Complex Machine Learning (ML) models used to support decision-making in peer-to-peer (P2P) lending often lack clear, accurate, and interpretable explanations. While the game-theoretic concept of Sh...