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Bank loan approval system is a ML approach to identify the loan allowance. When someone apply for a loan, banks check credit information and Report to evaluate credit history and credit worthiness. The higher score the better are the chances of your loan application getting approved. 79% of loans or credit cards are approved for individuals with high credit information.