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Table 5 Mathew correlation coefficient 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 87.96 4 84.61 5 92.26 4 92.11 3
CNS 68.64 2 68.64 2 67.08 6 71.51 3
Colon 85.54 5 78.63 2 78.63 2 83.35 4
Leukemia 100 4 96.95 5 97.01 3 100 3
Lung 96.11 2 98.1 5 98.05 4 98.05 3
Lymphoma 96.62 4 93.01 2 0.18 5 96.5 3
Prostate 92.23 5 90.65 6 90.36 5 92.15 3
avg 89.62 3.71 87.23 3.86 74.80 4.14 90.52 3.14
  1. %: MCC performance rate; #: number of explored genes
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