Loan Prediction.

Loan Prediction is helpful for bank employeesas well as for the applicants. It provides quick, immediate and easy way to choose the deserving applicants by providing special advantages to the bank. The Loan Prediction System can automatically calculate the weight of each feature taking part in loan processing. Manually validating a customer’s loan eligibility is tedious. Therefore, this task is made easier by automating the loan eligibility process based on customer information.

Loan Prediction
Demo.

There is a need to identify customersegments who are eligible for taking loans. This is made possible by creating a machine learning model which is trained on the basis of previous records of the customers to whom the loan was approved and not approved. The model then predicts assigning the loan to a particular customer and decide whether the loan can be granted or not. Thus, the banks could approveloans to only those customers who are eligible,with theassurityof repayments from their customers.


Gender
Male[1] Female [0]*
Married
Yes[1] No[0]*
Dependents
Education
Graduate [0] ,Not Graduate[1]*
Self_Employed
Yes[1], No[0]
ApplicantIncome $
CoapplicantIncome $
LoanAmount $
Loan_Amount_Term
Days
Credit_History
Property_Area
Rural[0] ,Semi-Urban [1],Urban[2]

The Benefits Loan Prediction .