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Accuracy of classifier before and after using feature selection techniques
| Num | Classifiers | Best accuracy | Best AUC measurement | ||
|---|---|---|---|---|---|
| Before features selection | After features selection | Before features selection | After features selection | ||
| 1 | XGB | 69.47 | 85.68 (by Boruta-F) | 7.037 | 8.377(by Boruta-F) |
| 2 | HGB | 62.58 | 88.25 (by Boruta-F) | 6.206 | 8.863(by Boruta-F) |
| 3 | SVM | 68.25 | 89.10 (by LASSO-F) | 6.914 | 8.937 (by LASSO-F) |
