TABLE 6. Results of the Bagging Classifier Over the Handcrafted Features.
| Score | All | PCA | RFE | PCA + RFE |
|---|---|---|---|---|
| Accuracy | 0.79 | 0.76 | 0.83 | 0.93 |
| Precision | 0.82 | 0.79 | 0.81 | 0.93 |
| Recall | 0.74 | 0.67 | 0.79 | 0.90 |
| F1-score | 0.76 | 0.69 | 0.79 | 0.90 |
| Score | All | PCA | RFE | PCA + RFE |
|---|---|---|---|---|
| Accuracy | 0.79 | 0.76 | 0.83 | 0.93 |
| Precision | 0.82 | 0.79 | 0.81 | 0.93 |
| Recall | 0.74 | 0.67 | 0.79 | 0.90 |
| F1-score | 0.76 | 0.69 | 0.79 | 0.90 |