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Mathematical Problems in Engineering
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Mathematical Problems in Engineering
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2014
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Article
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Tab 2
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Research Article
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*