Detecting P2P Botnet in Software Defined Networks

Table 8

Random forest training summary.

	Random forest
Flows (feature vectors) used for training	281786 flows
Avg. training time	1850.025 seconds
Avg. accuracy	99.77%
Avg. AUC of ROC	0.999
Avg. AUC of P/R curve	0.999