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

Table 3

Effectiveness comparison (infection scenario).

	Recall	Prec.	Acc.	ER	FM
RF	0.92	0.99	0.95	0,05	0.96
ELM	0.99	0.89	0.93	0,06	0.94
GBT	0.67	0.99	0.77	0,21	0.80