Transparency, Auditability and eXplainability of Machine Learning Models in Credit Scoring

Michael Bücker, Gero Szepannek, Alicja Gosiewska +1

A major requirement for credit scoring models is to provide a maximally accurate risk prediction. Additionally, regulators demand these models to be transparent and auditable. Thus…