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.
Method | Ac (%) | PR-enriched | non-PR-enriched | ||
|---|---|---|---|---|---|
| Â | Â | 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 |