Table 2 The LOOCV errors for two-class datasets using KNN and SVM
From: Gene selection for classification of microarray data based on the Bayes error
Dataset | KNN(K = 5) | SVM(Linear) | ||
|---|---|---|---|---|
| Â | Number of genes | Lowest Error (%) | Number of genes | Lowest Error (%) |
Colon | 12 | 9.68 | 20 | 12.90 |
DLBCL | 6 | 7.79 | 5 | 9.09 |
Leukemia | 3 | 0.00 | 2 | 0.00 |
Prostate | 11 | 5.88 | 13 | 3.92 |
Lymphoma | 8 | 2.13 | 3 | 0.00 |