A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations

Chaofan Chen, Kangcheng Lin, Cynthia Rudin +3

Lending decisions are usually made with proprietary models that provide minimally acceptable explanations to users. In a future world without such secrecy, what decision support to…