Loan Approval Prediction System
A machine learning classifier that predicts loan approval outcomes from applicant income, education, and credit history.
- Built a complete preprocessing pipeline with encoding, scaling, and PCA.
- Benchmarked six classification models and evaluated them across five metrics.
- Random Forest delivered the strongest overall accuracy.