An Evolutionary Computation Based Feature Selection Method for Intrusion Detection

Table 4

Classification accuracies of thresholds of SaDE in test sets in 4 datasets.

Dataset	0.6		0.7		0.8		0.5
	Mean	Std	Mean	Std	Mean	Std	Mean	Std
DataNum1	98.71	0.18	98.74	0.19	98.60	0.21	99.23	0.13
T-Sig	+		+		+
DataNum2	98.97	0.12	99.02	0.16	98.95	0.25	99.05	0.10
T-Sig	+		-		-
DataNum3	99.09	0.19	99.15	0.22	99.17	0.14	99.17	0.14
T-Sig	-		-		-
DataNum4	98.46	0.14	98.44	0.13	98.57	0.22	98.46	0.15
T-Sig	-		-		+