Credit scoring is in a generalized perspective an application of a classification problem. In a credit scoring model, each credit applicant is attributed a score, based on available data. A good model should assign a high score to a credit appli-cant that is unlikely to default (or the equivalent positive outcome) (Mester 1997).

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