Skip to main content

Table 4 Area under the ROC curve of parsimony models over seven benchmark data using four information theoretic filters

From: iRDA: a new filter towards predictive, stable, and enriched candidate genes

  mRMR CMIM FCBF iRDA
  % # % # % # % #
Brain 97.4 5 98.86 4 94.72 5 99.68 3
CNS 87.18 4 89.68 4 91.15 5 94.08 5
Colon 92.5 4 96.25 5 89.72 3 98.86 4
Leukemia 100 4 100 4 99.96 3 100 3
Lung 99.94 4 99.66 5 97.08 4 100 4
Lymphoma 99 5 98.77 4 50.36 5 97.37 3
Prostate 97.62 7 96.83 6 97.67 7 96.77 7
avg 96.23 4.71 97.15 4.57 88.67 4.57 98.11 4.14
  1. %: AUC performance rate; #: number of explored genes
\