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From both a legal and business perspective, it is important for credit institutes to accurately assess the risk of default for potential borrowers. This is traditionally done using statistical methods, such as logistic regression or decision trees, utilising sociodemographic and credit history information.This thesis investigates whether a bureau score, provided by a credit bureau, should be incor
