Improved Instance Selection Methods for Support Vector Machine Speed Optimization

Table 7

Comparison between techniques, Spambase.

Technique	APA (%)	(s)
EISA	78.83	496.15
FFA	83.59	73.58
FFA_Clus	92.35	82.28
PSC	71.95	189.57
DROP 3	78.44	3782.57
DROP 5	78.72	2226.42
GCNN	73.54	348.56
POCNN	75.37	735.08

Key: APA: average classification accuracy, : time.