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Table 3 Generalisation error rate 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 6 4 8 5 4 4 4 3
CNS 18.33 2 18.33 2 16.67 6 13.33 3
Colon 6.45 5 9.68 2 9.68 2 8.06 2
Leukemia 0 4 1.39 5 1.39 3 0 3
Lung 1.1 2 0.55 5 0.55 4 0.55 3
Lymphoma 1.3 4 2.6 2 24.68 1 1.3 3
Prostate 3.92 5 4.9 6 4.9 5 3.92 3
avg 5.3 3.71 6.49 3.86 8.84 3.57 4.45 2.85
  1. %: misclassification rate; #: number of explored genes
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