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To predict whether a given customer defaults or not.
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Credit default is one of the most important problems in the banking and risk analytics industry.
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There are various attributes which can be used to predict default, such as demographic data (age, income, employment status, etc.), (credit) behavioural data (past loans, payment, number of times a credit payment has been delayed by the customer etc.).