Table 1.
Description of the real-world datasets sorted by the number of features and grouped into two groups, microarray data and real-world datasets, accordingly.
| Dataset | No. of features | No. of training | No. of tests | No. of classes |
|---|---|---|---|---|
| Colon | 2,000 | 62 | — | 2 |
| Srbct | 2,308 | 63 | — | 4 |
| Leukemia | 3,051 | 38 | — | 2 |
| Lymphoma | 4,026 | 62 | — | 3 |
| breast.2.class | 4,869 | 78 | — | 2 |
| breast.3.class | 4,869 | 96 | — | 3 |
| nci | 5,244 | 61 | — | 8 |
| Brain | 5,597 | 42 | — | 5 |
| Prostate | 6,033 | 102 | — | 2 |
| adenocarcinoma | 9,868 | 76 | — | 2 |
| Fbis | 2,000 | 1,711 | 752 | 17 |
| La2s | 12,432 | 1,855 | 845 | 6 |
| La1s | 13,195 | 1,963 | 887 | 6 |