Improving the Accuracy of Network Intrusion Detection with Causal Machine Learning

Table 17

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

Feature selection method	Accuracy under different types of cyberattacks (1, 7)
	1	7
Min-max	0.9971	0.9751
Min-max (do)	0.9979	0.9748
Percentage	1.0008	0.9997