Enhancing credit risk scorecards with transactional-based behavioural features

Dian Prinsloo, Tanja Verster, Neill Smit

Background: Credit risk modelling is fundamental in financial institutions, typically using credit history, repayment behaviour, income, and outstanding debt to estimate a borrower…