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Table 6 Friedman rank data for k = 12 methods and n = 10 cell differentiation datasets (Zagar et al. [70])

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

Method

GDS 2431

GDS 2666

GDS 2667

GDS 2668

GDS 2669

GDS 2671

GDS 2672

GDS 586

GDS 587

GDS 2688

Rank sum excluding GDS2688

MCE-euclid-FC

1

2

1

6

6

1

1

10

8

1

36

PCA-FC

5

1

6

1

1.5

12

8

5.5

1

3

41

PLS-AREA

6.5

8

4

3

4.5

5

6

7.5

3

6

47.5

PCA-AREA

4

6.5

3

2

7

11

7

7.5

2

2

50

MCE-euclid-AREA

3

3.5

2

5

9

3.5

5

11

9

4

51

PLS-FC

9

5

8

4

1.5

3.5

12

5.5

5.5

5

54

SVMRank-FC

11

9

5

8

8

6

3

1

5.5

7

56.5

SVMRank-AREA

9

11

9

7

3

10

2

2

4

8

57

PLS-FC-time

9

3.5

11

11

4.5

8

10

3

10

9

70

PLS-AREA-time

6.5

6.5

12

12

12

9

4

4

7

10

73

Pathrecon

2

12

7

10

11

2

9

9

11

 

73

PCA-Markers

12

10

10

9

10

7

11

12

12

 

93

Exact p-values for MCE-euclid-FC vs PLS-AREA-time

 

d

k

n

k 1

n 1

k 2

n 2

unadjusted

Bonferroni-adjusted

1 × N comparison

N × N comparison

Excluding GDS2688

37

12

9

    

0.016

0.174

1

Including GDS2688

46

  

12

9

10

1

0.003

0.038

0.230

  1. Note: Bold figures indicate p-values ≤ .05
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BMC Bioinformatics

ISSN: 1471-2105

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