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Table 3 Comparison of four selection criteria on GSE40525

From: A clustering-based approach for efficient identification of microRNA combinatorial biomarkers

Feature combination Performance measure Selection criteria
   FDA T-test SNR Center
Pair AvgRank 10 9.1 9.1 39.1 57
  AvgRank 100 103.6 103.0 335.6 402.6
  AvgRank 1000 1469.8 1470.5 2085.6 2683.6
  HitRatio 10(%) 40.0 40.0 10.0 0
  HitRatio 100(%) 64.0 64.0 18.0 12.0
  HitRatio 1000(%) 39.0 39.2 24.4 15.8
Triple AvgRank 10 26.3 26.3 262.8 360.2
  AvgRank 100 229.4 229.4 1427.0 1737.2
  AvgRank 1000 1573.9 1577.2 9085.5 11949.7
  HitRatio 10(%) 20.0 20.0 0 0
  HitRatio 100(%) 66.0 66.0 6.0 4.0
  HitRatio 1000(%) 37.0 36.8 4.6 2.8
Quadruple AvgRank 10 174 174 229 191
  AvgRank 100 273 273 2610.9 1906.5
  AvgRank 1000 2836.0 2826.5 2926.7 2965.3
  HitRatio 10(%) 40.0 40.0 20.0 60.0
  HitRatio 100(%) 4.0 4.0 2.6 6.0
  HitRatio 1000(%) 19.3 19.0 2.6 4.8