From: Improving accuracy for cancer classification with a new algorithm for genes selection
Method | CNS | Colon | DLBCL | GCM | Leukemia | Lung | Prostate1 | Prostate2 | Prostate3 |
---|---|---|---|---|---|---|---|---|---|
TSP* | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
k-TSP* | 10 | 2 | 2 | 10 | 18 | 10 | 2 | 18 | 2 |
SVM/NB ‡ | 7129 | 2000 | 7129 | 16063 | 7129 | 12533 | 12600 | 12625 | 12626 |
PAM* | 4 | 15 | 17 | 47 | 2296 | 9 | 47 | 13 | 701 |
Sumdiff/ mul/sign –PAM†| 286 | 80 | 286 | 642 | 286 | 502 | 504 | 506 | 506 |
HBEÐ… | - | - | 6 | - | 4 | - | 10 | - | - |
BBF-SVMÞ | - | 20 | 5 | - | - | - | 13 | - | - |
Random forest (GeneSrF) | 11 | 3 | 3 | 186 | 4 | 12 | 2 | 4 | 3 |
BMSF-SVM/NB/ LDA/QDAÏ’ | 3 | 7 | 6 | 32 | 3 | 8 | 8 | 11 | 2 |