Application of a New Feature Generation Algorithm in Intrusion Detection System

Table 12

Comparison with other multiclassification algorithms.

Dataset		KDD99 (%)			NSL-KDD (%)
Classification		Binary	Five	Multiple	Binary	Five	Multiple
Research	Celestine Iwendi (2020)	99.80	-	99.90	98.98	-	98.60
	Thaseen S. (2016)	-	-	-	-	92.81	-
	Thaseen S. (2019)	-	-	-	-	99.23	-
	B. Riyaz (2020)	-	-	-	-	98.88	-
	mgfg + Xgboost	100	100	99.42	100	100	90.84