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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

  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