Research Article
An Efficient Ensemble Learning Method for Gene Microarray Classification
Table 2
Number of selected genes for each gene selection algorithm.
| Dataset | Initial gene numbers | FCBF | ReliefF | CFS | mRMR | GSNR |
| Colon | 2000 | 14 | 25 | 31 | 100 | 100 | CNS | 7129 | 28 | 28 | 40 | 356 | 356 | Leukaemia | 7129 | 51 | 104 | 50 | 356 | 356 | Breast | 24481 | 90 | 131 | 130 | 1224 | 1224 | Lung | 12553 | 100 | 432 | 299 | 628 | 628 | Ovarian | 15154 | 30 | 120 | 103 | 587 | 587 | MLL | 12582 | 97 | 295 | 327 | 629 | 629 | SRBCT | 2308 | 82 | 97 | 82 | 115 | 115 |
|
|