Loan Applicantion Form

Gender

Marital status of the applicant

Education level of the applicant

Dependents: No. of people dependent on the applicant (0,1,2,3+)

Self-employed (Yes, No)

Applicant Income: The amount of income the applicant earns:

Co-applicant Income: The amount of income the co-applicant earns:

Loan Amount ($5 to $1,000):

Loan Amount Term: The no. of days over which the loan will be paid (in Days)

Credit History of a borrower's responsible repayment of debts (1- has all debts paid, 0- not paid)

Property_Area

The following graph shows the F1 SCORE for Logistic Regression Machine Learning Model.

The following graph shows the ROC AUC Curve for Logistic Regression Machine Learning Model. It gives the best AUC.

The following graph gives the feature importance to predict the Loan Application Approval.

Loan Application