A Robust Probability Classifier Based on the Modified -Distance

Table 1

Performances of RSVM, NBC, and RPC for binary classification problems on Y5 data set.

tr (%)	RSVM		NBC		RPC
	Train (%)	Test (%)	Train (%)	Test (%)	Train (%)	Test (%)
50	90.7	88.2	63.9	66.2	88.4	90.5*
55	89.9	88.6	69.1	72.8	89.5	89.9*
60	89.0	85.0	70.3	72.1	91.3	86.4*
65	86.3	85.9	72.1	72.8	88.0	92.5*
70	92.3	84.1	70.3	75.7	90.8	86.3*
75	88.8	87.9	74.2	74.6	88.7	91.6*
80	88.7	93.8*	90.0	87.5	88.3	93.3
85	89.5	89.3	93.4	89.6	89.2	91.0*
90	89.5	88.4	93.3	95.8*	89.2	92.6