Network intrusion detection using data dimensions reduction techniques

Journal of Big Data

Table 18 Results on CICIDS with proposed feature selection

Classifiers	CICIDS Dataset With proposed feature selection
Classifiers	Accuracy	False positive	Recall	Precision
Random Forest	70.18	0.672	0.702	0.716
ANN	69.48	0.695	0.699	0.71
KNN	69.95	0.68	0.7	0.727
SVM	69.48	0.695	0.699	0.71