Get instant loan approval predictions with 88.62% accuracy using advanced machine learning
Enter applicant information to get instant loan approval prediction
Compare predictions from different ML models side-by-side
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Test all models with the same input data to compare their predictions
Uses the last prediction input or default test data
| Model | Accuracy | Precision | Recall | F1 Score | Status |
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Random Forest classifier trained on loan application data with 88.62% accuracy. Features include income analysis, credit history, and demographic factors.
All predictions are stored securely. No personal identifying information is required. This is a demonstration project for educational purposes.
Built with Flask, scikit-learn, PostgreSQL, and deployed on Render. 83% test coverage with comprehensive validation.