Table 6 Permutation test result on the Embryonal dataset. The p-values of the classification accuracies, under 10,000 permutation tests, of the KNN- and SVM-classifiers built using the 80 genes selected by the Disc-F-test, F-test, Disc-GS, and GS methods, on the Embryonal dataset.
From: Selecting dissimilar genes for multi-class classification, an application in cancer subtyping
| Â | KNN-Classifier | SVM-Classifier |
|---|---|---|
F-test | 6.1533 × 10-10 | 1.9375 × 10-11 |
Disc-F-test | 5.1585 × 10-11 | 2.1727 × 10-13 |
GS | 1.2128 × 10-9 | 9.0832 × 10-7 |
Disc-GS | 1.3323 × 10-15 | 1.0000 × 10-15 |