Trained various machine learning classification algorithms and found the best one for this specific dataset by accuracy evaluation methods to predict whether the loan cases will be paid off or not.
| Algorithm | F1-score | Jaccard | LogLoss |
|---|---|---|---|
| KNN | 0.632 | 0.653 | - |
| Decision Tree | 0.626 | 0.679 | - |
| SVM | 0.621 | 0.722 | - |
| Logistic Regression | 0.63 | 0.74 | 0.532 |