Table 2.
Details of datasets.
| Dataset | Observations | Features | Classes | % largest class | % smallest class | % sample distribution |
|---|---|---|---|---|---|---|
| Lung cancer | 203 | 12,600 | 5 | 69 | 3 | [69, 10, 10, 8, 3] |
| 11 tumor | 174 | 12,533 | 11 | 16 | 4 | [16, ,5,4] |
| Leukemia 2 | 72 | 11,225 | 3 | 39 | 28 | [28, 33, 39] |
| Prostate | 102 | 10,509 | 2 | 51 | 49 | [49, 51] |
| Brain tumor 2 | 50 | 10,367 | 4 | 30 | 14 | [14, 28, 30] |
| Brain tumor 1 | 90 | 5920 | 5 | 67 | 4 | [67, 11, 11, 7, 4] |
| 9 tumor | 60 | 5726 | 9 | 15 | 3 | [15, , 10, 10, 3] |
| DLBCL | 77 | 5469 | 2 | 75 | 25 | [75, 25] |
| Leukemia 1 | 72 | 5327 | 3 | 53 | 12 | [53, 35, 12] |
| SRBCT | 83 | 2308 | 4 | 35 | 13 | [13, 22, 30, 35] |