Table 5 Performance comparison for independent test samples.
From: Recursive gene selection based on maximum margin criterion: a comparison with SVM-RFE
Dataset | Classifier | # misclassifications (# genes) | |||
|---|---|---|---|---|---|
| Â | Â | S2N | MMC-RFE(U) | MMC-RFE(O) | SVM-RFE |
Prostate cancer | NNC | 1 (1) | 0 (45) | 0 (22) | 1 (1) |
| Â | NMC | 1 (1) | 0 (2) | 0 (22) | 1 (1) |
Leukemia | NNC | 0 (50) | 0 (3) | 0 (3) | 0 (3) |
| Â | NMC | 1 (15) | 0 (54) | 0 (29) | 1 (1) |
Breast cancer | NNC | 4 (19) | 3 (91) | 3 (85) | 4 (2) |
| Â | NMC | 4 (1) | 4 (35) | 4 (36) | 1 (2) |