Application of High-Dimensional Outlier Mining Based on the Maximum Frequent Pattern Factor in Intrusion Detection

Table 4

Comparison of detection rates of different algorithms.

	SVM	Intelligent DT	LSSVM + FRFSA	Detection + EMSVW	Proposed method
Probing	95.42	99.59	92	99.1	95
DoS	94.29	99.2	95	99.2	92
R2L	45.34	50.88	38	Null	95
U2R	31.34	35.88	38	Null	87