Dream Housing Finance company deals in all home loans. They have presence across all urban, semi urban and rural areas. Customer first apply for home loan after that company validates the customer eligibility for loan.
Variable | Description |
---|---|
Loan_ID | Unique Loan ID |
Gender | Male/ Female |
Married | Applicant married (Y/N) |
Dependents | Number of dependents |
Education | Applicant Education (Graduate/ Under Graduate) |
Self_Employed | Self employed (Y/N) |
ApplicantIncome | Applicant income |
CoapplicantIncome | Coapplicant income |
LoanAmount | Loan amount in thousands |
Loan_Amount_Term | Term of loan in months |
Credit_History | credit history meets guidelines |
Property_Area | Urban/ Semi Urban/ Rural |
Loan_Status | Loan approved (Y/N) |
Evaluation Metric: Accuracy Score
Source: https://datahack.analyticsvidhya.com/contest/practice-problem-loan-prediction-iii