Table 7.

Classification performance on CSE-CIC-IDS2018 with ACAFS feature selection.

Classifier	Accuracy	Precision	Recall	F1-score	FPR
CNN	99.39	99.43	99.39	99.40	0.009
TabTransformer	98.85	98.97	98.85	98.96	0.0016
XGBoost	97.31	97.10	97.31	96.90	0.0148
Random Forest	97.25	97.10	97.25	96.89	0.0152
LightGBM	96.59	94.20	96.59	93.85	0.0130