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A credit scoring model is a mathematical model used to estimate the probability of default, which is the probability that customers may trigger a credit event (i.e. bankruptcy, obligation default, failure to pay, and cross-default events). In a credit scoring model, the probability of default is normally presented in the form of a credit score.