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

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