Explaining Adverse Actions in Credit Decisions Using Shapley Decomposition

Vijayan N. Nair, Tianshu Feng, Linwei Hu +3

When a financial institution declines an application for credit, an adverse action (AA) is said to occur. The applicant is then entitled to an explanation for the negative decision…