Online Sequential Projection Vector Machine with Adaptive Data Mean Update

Table 4

Comparison of training and testing accuracy (in %) (one-by-one).

Dataset	SVD + OSELM		OSPVM		OSELM
	Training accuracy	Testing accuracy	Training accuracy	Testing accuracy	Training accuracy	Testing accuracy
Face	99.8%	91.0%	99.2%	91.2%	98.1%	88.5%
Secom	93.3%	93.0%	94.14%	93.3%	93.2%	92.4%
Arcene	93.0%	83.0%	93.5%	86.7%	86.1%	81.1%
Dexter	95.7%	91.4%	96.0%	91.2%	75.6%	86.2%
Multi.fea.	99.0%	92.8%	96.6%	93.4%	96.5%	93.0%
News20	85.12%	82.9%	85.6%	83.14%	85.5%	83.0%
Sector	89.11%	77.8%	88.6%	79.04%	89.1%	78.1%