Table 3 Generalisation error rate of parsimony models over seven benchmark data using four information theoretic filters
From: iRDA: a new filter towards predictive, stable, and enriched candidate genes
| Â | mRMR | CMIM | FCBF | iRDA | ||||
|---|---|---|---|---|---|---|---|---|
| Â | % | # | % | # | % | # | % | # |
Brain | 6 | 4 | 8 | 5 | 4 | 4 | 4 | 3 |
CNS | 18.33 | 2 | 18.33 | 2 | 16.67 | 6 | 13.33 | 3 |
Colon | 6.45 | 5 | 9.68 | 2 | 9.68 | 2 | 8.06 | 2 |
Leukemia | 0 | 4 | 1.39 | 5 | 1.39 | 3 | 0 | 3 |
Lung | 1.1 | 2 | 0.55 | 5 | 0.55 | 4 | 0.55 | 3 |
Lymphoma | 1.3 | 4 | 2.6 | 2 | 24.68 | 1 | 1.3 | 3 |
Prostate | 3.92 | 5 | 4.9 | 6 | 4.9 | 5 | 3.92 | 3 |
avg | 5.3 | 3.71 | 6.49 | 3.86 | 8.84 | 3.57 | 4.45 | 2.85 |