Application of a New Feature Generation Algorithm in Intrusion Detection System

Table 13

Results of mgfg algorithm with different algorithms on different datasets 1.

Dataset		KDD99 (%)			NSL-KDD (%)
Classification		Binary	Five	Multiple	Binary	Five	Multiple
Method	mgfg + DT	100	100	96.07	100	100	99.96
	mgfg + Bagger	100	96.18	96.11	100	100	98.77
	mgfg + RF	100	96.12	97.93	100	89.08	88.01
	mgfg + Xgboost	100	100	99.42	100	100	90.84