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Table 2 Ranks of DosR training genes ranked by motif and relevance scores.

From: An integrated machine learning approach for predicting DosR-regulated genes in Mycobacterium tuberculosis

ORF

x motif

x nonLin

x lin

Rv0079

185

13

14

18

15

Rv0569

21

46

38

34

24

Rv0571c

22

12

20

5

7

Rv0574c

83

16

15

6

5

Rv1733c

6

14

1

18

1

Rv1737c

1

5

16

2

6

Rv1738

2

415

389

398

378

Rv1813c

37

7

10

29

4

Rv1997

9

59

82

76

63

Rv2005c

182

9

6

3

3

Rv2006

27

27

24

34

8

Rv2007c

41

6

11

3

3

Rv2031c

8

1

3

1

1

Rv2032

5

2

2

1

1

Rv2626c

10

3

4

1

2

Rv2627c

3

22

9

42

1

Rv2628

4

28

23

24

8

Rv3130c

73

11

7

3

3

Rv3131

49

29

18

20

6

Rv3134c

7

53

41

41

24

Rv3127

78

10

22

3

8

  1. The table shows the rankings of the 21 training genes with respect to different scores: x motif denotes motif scores, x nonLin stands for nonlinear scores and x lin linear scores in the equation (see equation 4). and are the nonlinear and linear relevance scores in the leave-one-out cross validation tests which exclude the corresponding genes in the first column from estimating DosR TFA. Note that since each leave-one-out test produces its own ranking, rank numbers are not unique in the last two columns.