Enhancing credit risk scorecards with transactional-based behavioural features
Background: Credit risk modelling is fundamental in financial institutions, typically using credit history, repayment behaviour, income, and outstanding debt to estimate a borrower's probability of default. Although transactional data are sometimes incorporated through aggregated measures such as recency, frequency, an...
Dian Prinsloo, T. Verster, Neill Smit
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