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Table 4 Prediction results of 10-fold cross validation for three classifiers using random under-sampling method. The total number of SAGE tags analyzed is 126, in which 63 are PR enriched. Each tag is represented by 14 SAGE libraries.

From: Machine learning approaches to supporting the identification of photoreceptor-enriched genes based on expression data

Method Ac (%) PR-enriched non-PR-enriched
   Pr (%) Se (%) Sp (%) Pr(%)
Kstar 61.9 61.5 63.5 60.3 62.3
C4.5 66.7 66.7 66.7 66.7 66.7
MLP 65.1 60.9 84.1 46.0 74.4