Table 6. Epithelial vs Mesenchymal comparison in ROCK-inhibitor-treated tissues.
Feature Selection Algorithm | Selected Features | Best CV rate |
SVM with No Feature Selection | 95 | |
SVM with F-score Selection | 3,6,7,9,10,39,52,57,59,60,72,80,81,89,90 | 100.0 |
Correlation Based Selection | 3,6,10,12,14,15,37,39,59,69 | 100.0 |
Relief Attribute Evaluation | 7,39,56,57,59,60,80,81,89,90 | 97.5 |
Symmetrical Uncertainty | 15,39 | 100.0 |
Consistency Subset Evaluation | 15 | 100.0 |