Table 5.
The obtained evaluation metrics for the examined ML detection models.
ML Model | Accuracy | Recall | Precision | F1-Score |
---|---|---|---|---|
SVM | 0.925 | 0.925 | 0.925 | 0.925 |
RF | 0.945 | 0.945 | 0.945 | 0.94 |
AB | 0.97 | 0.97 | 0.97 | 0.97 |
CART | 0.94 | 0.94 | 0.94 | 0.94 |
KNN | 0.93 | 0.929 | 0.93 | 0.93 |
NB | 0.88 | 0.88 | 0.889 | 0.88 |
LDA | 0.90 | 0.90 | 0.90 | 0.90 |
LR | 0.84 | 0.84 | 0.84 | 0.84 |