Cost-Sensitive Distributed Machine Learning for NetFlow-Based Botnet Activity Detection

Table 4

Effectiveness comparison (C&C communication scenario).

	Recall	Prec.	Acc.	ER	FM
RF	0.20	0.94	0.81	0,19	0.33
GBT	0.21	0.85	0.75	0,25	0.33
ELM	0.26	0.47	0.76	0,24	0.33