Table 5.
Average and standard error of accuracy from 5-fold cross validation based on 10 runs.
| TSG | k-TSP | TSP | ||||
|---|---|---|---|---|---|---|
| Dataset | Average | Standard error | Average | Standard error | Average | Standard error |
| CNS | 81.1 | 1.61 | 77.0 | 1.48 | 67.0 | 2.48 |
| Colon | 84.8 | 0.85 | 87.4 | 0.31 | 86.7 | 1.85 |
| DLBCL | 95.2 | 0.69 | 94.6 | 0.88 | 92.9 | 2.25 |
| GCM | 81.7 | 0.66 | 81.9 | 0.41 | 76.0 | 1.04 |
| Leukemia | 93.7 | 0.75 | 91.8 | 1.13 | 89.4 | 1.56 |
| Lung | 100 | 0 | 98.6 | 0.15 | 96.3 | 0.69 |
| Prostate1 | 90.2 | 0.72 | 91 | 0.75 | 89.3 | 1.27 |
| Prostate2 | 74.4 | 0.6 | 77.9 | 0.69 | 70.4 | 2.25 |
| Prostate3 | 100 | 0 | 95.4 | 0.79 | 95.1 | 1.44 |
| Average | 89.0 | 88.4 | 84.8 | |||