Skip to main content

Table 6 Rank sum and top-ranked frequency of informative genes in Leukemia data

From: Robust gene selection methods using weighting schemes for microarray data analysis

 

# picked samples: 5

# picked samples: 7

# picked samples: 10

  

Rank sum

 
 

SAM

MSAM1

MSAM2

SAM

MSAM1

MSAM2

SAM

MSAM1

MSAM2

 

22,287

21,585

15,815

11,924

11,790

13,286

5566

5534

11,256

  

Top-ranked frequency

 

r

SAM

MSAM1

MSAM2

SAM

MSAM1

MSAM2

SAM

MSAM1

MSAM2

20

5.05

5.29

7.46

7.56

7.86

9.05

11.93

12.15

10.34

40

7.74

8.24

12.72

12.55

12.95

14.48

19.11

20.05

16.70

60

10.30

11.19

16.46

16.33

17.09

18.02

25.10

25.89

20.23

80

12.76

13.54

19.02

19.78

20.52

20.63

29.30

30.27

22.71

100

14.67

15.74

21.36

22.59

23.52

23.07

32.72

33.54

24.75

120

16.72

17.75

23.43

24.76

25.74

25.45

35.65

36.22

26.94

140

18.38

19.48

25.25

26.90

27.67

27.29

37.77

38.16

28.91

160

20.03

20.94

26.79

28.67

29.74

28.92

39.60

39.92

30.48

  1. Note: the best performance for each rank cutoff is shown in bold type