Loan Approval Prediction

This project predicts loan approval for applicants based on their financial and personal details using machine learning.

Features

• Predicts loan approval (approved / rejected)
• Uses supervised ML models like Logistic Regression, Random Forest
• Provides classification results for applicants

Requirements

• Python 3.x
• Pandas, NumPy, Scikit-learn

Setup

1. Clone the repo or download the ZIP.
2. Install dependencies:

pip install -r requirements.txt

3. Place your dataset CSV in the data/ folder.
4. Run the script:

python loan_approval_prediction.py