# API Reference

## Endpoints

### GET /

Returns the home page HTML.

### GET /predict

Returns the prediction form HTML.

### POST /predict

Predicts loan approval status based on the provided applicant information.

**Request Parameters**

| Parameter | Type | Description |
|-----------|------|-------------|
| Gender | int | Gender of the applicant (0 for Female, 1 for Male) |
| Married | int | Marital status (0 for No, 1 for Yes) |
| Dependents | int | Number of dependents (0, 1, 2, or 3+) |
| Education | int | Education level (0 for Not Graduate, 1 for Graduate) |
| Self_Employed | int | Self-employment status (0 for No, 1 for Yes) |
| ApplicantIncome | float | Applicant's income |
| CoapplicantIncome | float | Co-applicant's income |
| LoanAmount | float | Loan amount in thousands |
| Loan_Amount_Term | int | Term of loan in months |
| Credit_History | int | Credit history (0 for No, 1 for Yes) |
| Property_Area | int | Area of property (0 for Rural, 1 for Semiurban, 2 for Urban) |

**Response**

The response is an HTML page with the prediction result:
- "Approved" if the loan is predicted to be approved
- "Not Approved" if the loan is predicted to be rejected

## Error Handling

The API uses standard HTTP status codes to indicate the success or failure of requests.

- 200: Success
- 500: Server error