Table 3
(a) Overall classification rate using different classifiers (300 training samples, 100 testing samples from DATASET-A)

ClassifierDescriptor
DD1DD2RCDRC

Naïve bayes58%86%94%91%
Logistic58%85%99%97%
Simple logistic58%89%98%91%

(b) Overall classification rate using different classifiers (100 training samples, 300 testing samples from DATASET-A)

ClassifierDescriptor
DD1DD2RCDRC

Naïve bayes55%74%94%93%
Logistic62%88%89%94%
Simple logistic63%85%91%90%