Online Sequential Projection Vector Machine with Adaptive Data Mean Update

Table 8

Comparison of training and testing accuracy (in %) (16-by-16).

Dataset	SVD + OSELM		OSPVM		OSELM
	Training accuracy	Testing accuracy	Training accuracy	Testing accuracy	Training accuracy	Testing accuracy
Face	99.82%	91.50%	99.89%	92.07%	98.22%	87.7%
Secom	93.34%	93.36%	94.08%	93.14%	93.32%	93.3%
Arcene	93.63%	89.90%	95.88%	90.50%	94.1%	89.7%
Dexter	89.75%	91.90%	97.88%	92.25%	72.6%	88.5%
Multi.fea.	99.48%	93.49%	98.16%	94.40%	96.78%	93.0%
News20	86.11%	83.09%	85.26%	83.10%	85.24%	81.0%
Sector	89.18%	78.19%	88.86%	78.40%	88.78%	76.20%