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Table 2 Comparison of four selection criteria on GSE22220

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

Feature combination Performance measure Selection criteria
   FDA T-test SNR Centera
Pair AvgRank 10 7.6 8.2 96.7 112.2
  AvgRank 100 82.9 84.4 412.3 557.5
  AvgRank 1000 1586.5 1624.4 3248.7 3355.7
  HitRatio 10(%) 80.0 70.0 0 0
  HitRatio 100(%) 59.0 58.0 6.0 4.0
  HitRatio 1000(%) 33.0 32.0 16.0 11.0
Triple AvgRank 10 9.9 8.6 333.1 333.3
  AvgRank 100 93.4 94.4 2607.6 2270.7
  AvgRank 1000 1612.2 1684.3 13833.3 14626.0
  HitRatio 10(%) 60.0 50.0 10.0 0
  HitRatio 100(%) 58.0 58.0 2.0 1.0
  HitRatio 1000(%) 28.0 27.1 1.3 1.5
Quadruple AvgRank 10 12.8 12.8 41.7 744.9
  AvgRank 100 115.4 108.5 408.2 4938.1
  AvgRank 1000 1482.3 1562.6 10491.6 39605.2
  HitRatio 10(%) 40.0 40.0 50.0 0
  HitRatio 100(%) 50.0 45.0 24.0 0
  HitRatio 1000(%) 26.2 24.4 8.4 0.5
  1. aCenter denotes the method using center gene as the representative member