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Table 5 Friedman rank data for k = 11 methods and n = 4 performance indicators (Ruijter et al. [69])

From: Exact p-values for pairwise comparison of Friedman rank sums, with application to comparing classifiers

Method Rank sum Cy0 LinRegPCR Standard-Cq PCR-Miner MAK2 LRE-E100 5PSM DART FPLM LRE-Emax FPK-PCR
Cy0 7   3 3 10 11 15 25 27 29 31 33
LinRegPCR 10 1   0 7 8 12 22 24 26 28 30
Standard-Cq 10 1 1   7 8 12 22 24 26 28 30
PCR-Miner 17 1 1 1   1 5 15 17 19 21 23
MAK2 18 1 1 1 1   4 14 16 18 20 22
LRE-E100 22 1 1 1 1 1   10 12 14 16 18
5PSM 32 0.423 1 1 1 1 1   2 4 6 8
DART 34 0.220 0.578 0.578 1 1 1 1   2 4 6
FPLM 36 0.110 0.307 0.307 1 1 1 1 1   2 4
LRE-Emax 38 0.052 0.156 0.156 1 1 1 1 1 1   2
FPK-PCR 40 0.024 0.076 0.076 0.782 1 1 1 1 1 1  
Cy0    1 1 0.993 0.985 0.883 0.216 0.130 0.073 0.038 0.019
LinRegPCR   1   1 1 0.999 0.972 0.403 0.271 0.169 0.098 0.053
Standard-Cq   1 1   1 0.999 0.972 0.403 0.271 0.169 0.098 0.053
PCR-Miner   1 1 1   1 1 0.883 0.773 0.631 0.477 0.334
MAK2   1 1 1 1   1 0.923 0.833 0.705 0.554 0.403
LRE-E100   1 1 1 1 1   0.993 0.972 0.923 0.833 0.705
5PSM   0.350 1 1 1 1 1   1 1 1 0.999
DART   0.150 0.514 0.514 1 1 1 1   1 1 1
FPLM   0.057 0.232 0.232 1 1 1 1 1   1 1
LRE-Emax   0.018 0.094 0.094 1 1 1 1 1 1   1
FPK-PCR   0.005 0.033 0.033 0.738 1 1 1 1 1 1  
  1. Note: The upper top triangle displays the rank sum differences, upper bottom triangle the Bonferroni-adjusted normal approximate p-values, lower bottom triangle the Bonferroni-adjusted exact p-values, and lower top triangle the Studentized range approximate p-values. Bold figures indicate p-values ≤ .05