Improving the Accuracy of Network Intrusion Detection with Causal Machine Learning

Table 9

Comparison of accuracy between min-max and CRFS in the CICIDS19 dataset.

Feature selection method	Accuracy under different types of cyberattacks (1, 3, 7, 11)
	1	3	7	11
Min-max	0.9995	0.9953	0.8470	0.8420
Min-max (do)	0.9995	0.9891	0.8359	0.8302
Percentage	1	0.9938	0.9869	0.9860