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

Table 1

Effectiveness comparison (IRC-based botnet scenario).

	Recall	Prec.	Acc.	ER	FM
RF	1.00	0,97	0,99	0,01	0,99
GBT	0.95	0,99	0,97	0,03	0,97
ELM	0,95	0,88	0,95	0,05	0,92