Table 2 The mean number of genes in classifiers
Method Dataset | SGC-t | SGC-W | DLDA | k-NN | SVM | RF |
|---|---|---|---|---|---|---|
Melanoma | 1 | 1 | 7200 | 7200 | 7200 | 7200 |
Breast Cancer 1 | 1 | 1 | 17 | 17 | 17 | 15 |
Brain Cancer | 1 | 1 | 14 | 14 | 14 | 14 |
Breast Cancer 2 | 1 | 1 | 176 | 176 | 176 | 176 |
Gastric Tumor | 1 | 1 | 848 | 848 | 848 | 848 |
Lung Cancer 1 | 1 | 1 | 7472 | 7472 | 7472 | 7472 |
Lung Cancer 2 | 1 | 1 | 3207 | 3207 | 3207 | 3207 |
Lymphoma | 1 | 1 | 2 | 2 | 2 | 2 |
Myeloma | 1 | 1 | 169 | 169 | 169 | 169 |
Pancreatic Cancer | 1 | 1 | 56 | 56 | 56 | 44 |
Prostate Cancer | 1 | 1 | 798 | 798 | 798 | 798 |