Detecting P2P Botnet in Software Defined Networks

Table 4

Performance of different in Nearest Neighbors.

	Accuracy	AUC of ROC	AUC of P/R curve	Avg. time cost in sec
1	91.13%	0.873	0.805	0.026
2	91.19%	0.916	0.842	0.019
3	91.56%	0.931	0.855	0.019
4	91.43%	0.941	0.859	0.018
5	91.43%	0.939	0.856	0.018
6	91.13%	0.948	0.866	0.019
7	91.66%	0.952	0.876	0.019
8	91.23%	0.950	0.867	0.019
9	91.50%	0.951	0.862	0.019
10	91.16%	0.952	0.868	0.019