Table 2. Number of genes used by classifiers in each tested dataset.
| Dataset | MIDClass | SGC-t | SGC-W | DLDA | k-NN | SVM | RF |
| Melanoma | 55 | 1 | 1 | 7200 | 7200 | 7200 | 7200 |
| Breast Cancer 1 | 8 | 1 | 1 | 17 | 17 | 17 | 15 |
| Brain Cancer | 239 | 1 | 1 | 14 | 14 | 14 | 14 |
| Breast Cancer 2 | 16 | 1 | 1 | 176 | 176 | 176 | 176 |
| Gastric Tumor | 23 | 1 | 1 | 848 | 848 | 848 | 848 |
| Lung Cancer 1 | 101 | 1 | 1 | 7472 | 7472 | 7472 | 7472 |
| Lung Cancer 2 | 55 | 1 | 1 | 3207 | 3207 | 3207 | 3207 |
| Lymphoma | 3 | 1 | 1 | 2 | 2 | 2 | 2 |
| Myeloma | 27 | 1 | 1 | 169 | 169 | 169 | 169 |
| Pancreatic Cancer | 22 | 1 | 1 | 56 | 56 | 56 | 44 |
| Prostate Cancer | 45 | 1 | 1 | 798 | 798 | 798 | 798 |