VHDRA: A Vertical and Horizontal Intelligent Dataset Reduction Approach for Cyber-Physical Power Aware Intrusion Detection Systems

Table 5

A comparison between the VHDRA and the traditional NNGE with CFS.

	Binary class	Triple class	Multiclass
Accuracy gain (%)	4.53	4.29	9.25
Feature reduction ratio (%)	46.43	50	35.71
Hyperrectangles reduction ratio (%)	9.68	7.41	13.07