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. 2012 Mar 5;7(3):e32906. doi: 10.1371/journal.pone.0032906

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