Evolutionary Data Preprocessing to Alleviate Class Imbalance

Table 11

Ratios of the best tuples (unit: percentage).

	Reconnaissance	DoS	Worms	Backdoor	Analysis
D-S-1G	80	14	14,106	8,900	127
R-R-2	1,352	177	102,609	4,803	5,843
R-R-2G	805	272	81,549	7,166	6,846
S-R-1G	373	433	29,241	3,853	3,091