Research Question:- Finding the driver variables for Loans not getting repaid by the borrower. Hence, our target variable is Loan Status.
| Model | Accuracy |
|---|---|
| Bagging with Base estimator as Random Forest | 0.8415 |
| Boosted C5.0 Decision Tree | 0.8665 |
| Null model | 0.8290 |
| Logistic regression using GLMNET | 0.8699 |
Programming Language: R
- Libraries: tidymodels, Caret, gmodels, DataExplorer
- Visualization: ggplotly