A Robust Probability Classifier Based on the Modified -Distance

Table 3

Performances of RSVM, NBC, and RPC for binary classification problems on other data sets when tr=70%.

Data set	RSVM		NBC		RPC
	Train (%)	Test (%)	Train (%)	Test (%)	Train (%)	Test (%)
T41	62.0	59.7	82.4	78.5	77.9	83.5*
T42	87.0	82.2	84.1	83.1	80.5	85.3*
T43	68.0	61.2	80.2	75.4	85.5	86.9*
T44	91.3	83.9	77.9	86.8	88.8	90.5*
T45	86.5	87.0	93.2	91.0*	84.0	89.1
T61	80.6	79.0	80.5	83.0	83.6	87.8*
T62	71.4	66.5	86.9	85.4*	86.3	85.4*
T63	63.7	69.5	89.6	89.1*	82.2	84.4
T64	88.2	86.7	97.0	96.9*	93.4	95.5
T65	75.0	63.4	79.7	81.5	90.5	92.9*