A Robust Probability Classifier Based on the Modified -Distance

Table 2

Performances of RSVM, NBC, and RPC for binary classification problems on T1 data set.

tr (%)	RSVM		NBC		RPC
	Train (%)	Test (%)	Train (%)	Test (%)	Train (%)	Test (%)
50	91.4	84.8	76.5	68.9	91.3	87.5*
55	92.5	86.6	68.0	77.0	92.0	90.3*
60	89.8	86.1	72.9	73.8	88.9	90.9*
65	91.0	82.3	80.5	81.6	89.8	92.9*
70	86.8	95.5*	83.4	89.8	88.4	93.7
75	89.4	85.2	85.9	79.5	89.7	93.5*
80	91.8	80.8	88.1	79.9	89.7	91.1*
85	88.3	89.9	89.9	92.8	90.8	97.1*
90	88.5	90.2	88.8	94.2	90.9	97.2*