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Sunshine Bank is trying to decrease the losses of its personal loan department. Over the past 5 years the bank has collected several types of
- Sunshine Bank is trying to decrease the losses of its personal loan department. Over the past 5 years the bank has collected several types of data on its customers. This includes their age, their level of education, years of employment with current employer, years at current residence, household income, debt to income ratio, credit card debt and other types of debt of the customer. The bank has given these customers personal loans in the past and has a record of whether they have defaulted on this loan or not. Use the data in Bankloan_Model_Test_Data.sav to build a model to predict if a customer is likely to default or not. Once you have built the model, use it to predict which of the customers listed in Bankloan_Prediction_Data.sav are likely to default. Use probability of 0.5 as a cutoff. Please list the account numbers for the customers who are likely to default.
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