A Robust Probability Classifier Based on the Modified -Distance

Table 4

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

Data set	RSVM		NBC		RPC
	Train (%)	Test (%)	Train (%)	Test (%)	Train (%)	Test (%)
M1	65.4	68.2	72.7	73.7	79.1	77.4*
M2	76.9	75.3	82.6	74.8	81.7	80.9*
M3	57.9	69.9	74.8	87.4	95.4	92.0*
M4	70.4	64.1	97.1	92.3	95.4	92.3*
M5	77.4	71.3	89.4	88.1*	92.0	88.0
M6	75.7	70.5	74.1	79.4	86.4	80.8*