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Table 4 Comparisons of DoBi, metaPPI, meta-PPISP and PPI-Pred

From: Protein-protein binding site identification by enumerating the configurations

 

DoBi

metaPPI

meta-PPISP

PPI-Pred

Type

Suca

Accb

Covc

Fg

M e

V f

Suc

Acc

Cov

F

M

V

Suc

Acc

Cov

F

M

V

Suc

Acc

Cov

F

M

V

E-Id

67.6

56.7

61.9

0.59

23.0

7.6

70.5

61.1

36.5

0.45

12.9

10.4

55.8

56.4

54.7

0.55

24.1

13.5

47.1

39.5

37.9

0.38

23.7

15.1

others

47.9

46.4

63.3

0.53

29.5

19.8

43.8

40.7

22.2

0.28

8.0

10.1

35.6

38.5

25.7

0.30

11.8

12.6

22.9

29.3

31.3

0.30

19.0

14.7

CAPRI

50.0

48.9

55.8

0.52

25.7

12.3

50.0

46.7

24.3

0.32

15.7

12.8

26.0

27.9

30.8

0.29

19.6

13.8

28.6

25.7

29.5

0.27

28.2

19.2

Overall

53.7

50.0

60.0

0.55

26.4

13.8

52.9

48.2

26.6

0.35

12.3

11.2

36.8

38.8

35.0

0.43

18.0

13.3

31.2

30.4

32.2

0.32

23.8

16.6

  1. aSuc (%) is the success rate of the corresponding method on the data set.
  2. bAcc (%) is the average accuracy of the corresponding method on the data set.
  3. cCov (%) is the average coverage of the corresponding method on the data set.
  4. dE-I is the type of enzyme-inhibitor.
  5. eM is the average of the sizes predicted by the corresponding method on the data set.
  6. fV is the standard deviation of the sizes predicted by the corresponding method on the data set.
  7. gF is the F-score of the corresponding method on the data set.