A simple Loan Prediction application based on this dataset.
- Logistic Regression (with and without PCA)
- SVM
- Decision Tree
- Random Forest
- Naive Bayes
- KNN
| Model | Accuracy | Mean Squared Error |
|---|---|---|
| Logistic Regression (with PCA) | 0.715 | 0.284 |
| Logistic Regression (without PCA) | 0.804 | 0.195 |
| SVM | 0.796 | 0.203 |
| Decision Tree | 0.804 | 0.195 |
| Random Forest | 0.813 | 0.186 |
| Naive Bayes | 0.804 | 0.195 |
| KNN | 0.796 | 0.203 |
- @mh084449
- @mazzensaadd
- @Omar-Yasser
- @Silverhorse7
- @Elkhdiwy
- @tenafrangelos
- Mahmoud Mesalem