Table 1.
Summary of the six cancer gene expression datasets used to test the NMF-MCC algorithm
| Dataset name | Diagnostic task | Samples ( N ) | Genes ( D ) | Cancer Classes ( K ) | Ref |
|---|---|---|---|---|---|
| Leukemia |
Acute myelogenous leukemia |
72 |
5327 |
3 |
[25] |
| Brain Tumor |
5 human brain tumor types |
90 |
5920 |
5 |
[26] |
| Lung Cancer |
4 lung cancer types and normal tissues |
203 |
12600 |
5 |
[27] |
| 9 Tumors |
9 various human tumor types |
60 |
5726 |
9 |
[28] |
| SRBCT |
Small, round blue cell tumors |
83 |
2308 |
4 |
[29] |
| DLBCL | Diffuse large B-cell lymphomas | 77 | 5469 | 2 | [24] |