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Table 3 Ranking of characteristic proteins on CLP datasets by different methods, “/” indicates that the corresponding feature is within the number of cycles, and the feature has not been selected by the algorithm once

From: ILRC: a hybrid biomarker discovery algorithm based on improved L1 regularization and clustering in microarray data

 

ID

ILR

ILRT

ILRM

RF

DT

ILRC (20%)

ILRC (25%)

ILRC (30%)

ILRC (35%)

Count

P31946

22

56

46

102

158

7

10

20

12

P35968

87

/

/

83

85

14

29

18

19

P62258

55

48

/

14

52

13

16

12

76

Weight

P31946

61

69

61

96

158

21

18

20

15

P35968

68

/

/

139

88

27

27

15

20

P62258

39

13

/

97

57

9

15

1

31

  1. Bold indicates that the protein ranked best at the corresponding threshold