A Multikernel-Like Learning Algorithm Based on Data Probability Distribution

Table 3

Average error rates (%) of the two-class experiments on USPS, MNIST, and ISOLET datasets.

Dataset	Algorithm	Unlabeled samples	Testing samples
USPS	MKDPD	2.5494	2.4723
	MR	3.1541	3.5774
MNIST	MKDPD	5.4213	6.0654
	MR	6.8557	8.1182
ISOLET	MKDPD	15.4067	17.7037
	MR	17.6039	24.9947