Table 5 Information on cancer expression data.
Name | #Attributes | # Inst. | Target Class Name (# Inst.) | The other Class Name (# Inst.) | ||
|---|---|---|---|---|---|---|
ALL-AML Leukemia | 15154 | 72 | ALL | 47 | AML | 25 |
Lung cancer | 12533 | 181 | MPM | 31 | ADCA | 150 |
Prostate cancer | 12600 | 136 | Tumor | 77 | Normal | 59 |
Lymphoma | 4026 | 47 | Germinal | 24 | Activated | 23 |
Breast cancer | 24481 | 97 | Relapse | 46 | Non-relapse | 51 |
ALL (Acute Lymphoblastic Leukemia)-subtypes | 12558 | 327 | BCR-ABL | 15 | non-BCR-ABL | 312 |
| Â | 12558 | 327 | E2A-PBX1 | 27 | non-E2A-PBX1 | 300 |
| Â | 12558 | 327 | Hyp | 64 | non-Hyp | 263 |
| Â | 12558 | 327 | MALL | 20 | non-MALL | 307 |
| Â | 12558 | 327 | T-ALL | 43 | non-T-ALL | 284 |
| Â | 12558 | 327 | TEL-AML1 | 79 | non-TEL-AML1 | 248 |