Online Sequential Projection Vector Machine with Adaptive Data Mean Update

Table 9

Comparison of training and testing time (in seconds) (16-by-16).

Dataset	SVD + OSELM		OSPVM		OSELM
	Training time	Testing time	Training time	Testing time	Training time	Testing time
Face	1.58 s	0.0005 s	1.5 s	0.0004 s	0.078 s	0.035 s
Secom	1.85 s	0.018 s	1.67 s	0.007 s	0.061 s	0.040 s
Arcene	61.4 s	0.0008 s	61.17 s	0.0005 s	2.03 s	0.55 s
Dexter	135.7 s	0.0006 s	131.1 s	0.0004 s	4.88 s	0.718 s
Multi.fea.	5.15 s	0.0218 s	4.93 s	0.0053 s	0.26 s	0.098 s
News20	1283 s	19.8 s	1283 s	19.8 s	0.26 s	0.098 s
Sector	10.7	0.21 s	10.12	0.20 s	5.26 s	0.38 s