Botnet Detection Using Support Vector Machines with Artificial Fish Swarm Algorithm

Table 6

The experimental results of AFSA and GA, 10-fold cross-validations.

Datasets	AFSA-SVM			GA-SVM
	No. of selected features	Average accuracy rate (%)	Executed time (sec)	No. of selected features	Average accuracy rate (%)	Executed time (sec)
Botnet1	4	100	3934	5.8	97.31	25662
Botnet2	4.4	99.11	13505	6.2	99.56	5234
Botnet3	5	100	10256	6.5	97.29	16523