Multiple classifiers are created to predict the loan status (Paid off, collection) using real data. The accurcy gets close to 90% by trying out different algorithms. The best algorithm was Decision Tree with accourcy of 89.5%.
- K-nearest neighbours
- Decision Tree
- Support Vector Machine
- Logistic Regression
- Python
- Scikit-Learn
- Numpy
- Pandas
- Jupyter Notebook