Detecting P2P Botnet in Software Defined Networks

Table 5

SVM versus KNN with 30111 instances and 10-Fold Cross Validation.

	SVM	KNN
Avg. training time	225.845 seconds	0.371 seconds
Avg. accuracy	97.55%	94.14%
Avg. AUC of ROC	0.997	0.967