Table 7. Control vs ROCK-inhibitor-treated comparison of epithelial tissues.
Feature Selection Algorithm | Selected Features | Best CV rate |
SVM with No Feature Selection | 100.0 | |
SVM with F-score Selection | 1,3,15,21,68,99 | 95.0 |
Correlation Based Selection | 1,3,15,65,68,92,99 | 100.0 |
Relief Attribute Evaluation | 1,3,15,21,32,41,50,56,92,98,99,100 | 97.5 |
Symmetrical Uncertainty | 1,3,15,65,68,92,99 | 100.0 |
Consistency Subset Evaluation | 1,3,65 | 92.5 |