| Datasets | Full data | IG | Chi Square | ReliefF | FCBS | Our techniques |
| Lung-cancer | 81.26 | 89.32 | 88.35 | 84.50 | 93.73 | 92.24 |
| Chemical | 94.13 | 92.13 | 92.78 | 93.27 | 95.36 | 95.83 |
| Isolat | 79.54 | 78.21 | 75.53 | 75.02 | 77.32 | 78.37 |
| Leukemia | 74.25 | 76.86 | 82.47 | 83.89 | 86.64 | 85.61 |
| Overian | 72.87 | - | - | 77.31 | 78.27 | 79.34 |