Table 5 Statistical significance analysis of the selected genes on the Lung Carcinomas dataset. Covariance and standard deviation of the genes selected by the Disc-F-test, F-test, Disc-GS, and GS methods, on the Lung Carcinomas dataset.
From: Selecting dissimilar genes for multi-class classification, an application in cancer subtyping
Method | F-test | GS | ||
|---|---|---|---|---|
| Â | Covariance | Standard Deviation | Covariance | Standard Deviation |
Disc-Based | 0.3342 | 0.3851 | 0.3021 | 0.3534 |
Non-Disc-Based | 0.7100 | 0.6502 | 0.5127 | 0.5001 |