Table 17 Results on CICIDS without any feature selection
From: Network intrusion detection using data dimensions reduction techniques
Classifiers | CIC dataset without feature selection | |||
|---|---|---|---|---|
Accuracy | False positive | Recall | Precision | |
Random Forest | 70.46 | 0.701 | 0.705 | 0.694 |
ANN | 70.04 | 0.752 | 0.7 | 0.74 |
KNN | 70.39 | 0.727 | 0.704 | 0.677 |
SVM | 70.08 | 0.749 | 0.701 | 0.791 |