TABLE 3. Results of the KNN Classifier Over the Handcrafted Features.
Score | All | PCA | RFE | PCA + RFE |
---|---|---|---|---|
Accuracy | 0.86 | 0.90 | 0.86 | 0.93 |
Precision | 0.87 | 0.90 | 0.87 | 0.93 |
Recall | 0.81 | 0.86 | 0.81 | 0.90 |
F1-score | 0.83 | 0.87 | 0.82 | 0.90 |
Score | All | PCA | RFE | PCA + RFE |
---|---|---|---|---|
Accuracy | 0.86 | 0.90 | 0.86 | 0.93 |
Precision | 0.87 | 0.90 | 0.87 | 0.93 |
Recall | 0.81 | 0.86 | 0.81 | 0.90 |
F1-score | 0.83 | 0.87 | 0.82 | 0.90 |