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Modification of the base estimators to conduct an ablation study, where the sign (✓) and (✘) refer to the identical and dropped accuracy, respectively.
| Case study | Base estimator | ALL features | FI features | IG features | Acceptability |
|---|---|---|---|---|---|
| 1 | DT | 88.75 | 92.5 | 92.5 | ✘ |
| GB | 89.74 | 93.67 | 92.40 | ✓ | |
| SVM | 87.5 | 90 | 88.75 | ✘ | |
| ET | 90 | 92.5 | 91.25 | ✘ |
