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Table 2 Results of predictions by random sample selection

From: Sequence-based identification of interface residues by an integrative profile combining hydrophobic and evolutionary information

SVM

Sen

Spec

Acc

MCC

Prec

F1

1

34.64

96.77

79.62

0.4338

80.37

48.42

2

34.5

96.72

79.54

0.431

80.03

48.21

3

32.68

97.41

79.54

0.4316

82.78

46.86

4

34.75

96.81

79.68

0.4358

80.62

48.57

5

34.78

96.82

79.7

0.4363

80.68

48.6

6

34.65

96.78

79.63

0.4339

80.39

48.43

7

34.51

96.72

79.55

0.4312

80.06

48.23

8

34.69

96.79

79.65

0.4347

80.48

48.48

9

34.77

96.83

79.7

0.4363

80.69

48.6

10*

34.62

96.77

79.61

0.4334

80.32

48.39

1**

38.49

95.21

79.54

0.4334

75.75

50.93

2

40.61

94.77

79.8

0.4433

74.86

52.6

3

42.47

94.66

80.25

0.4577

75.24

54.26

4

41.79

95.6

80.74

0.4715

78.32

54.47

5

40.21

96.62

81.05

0.4809

81.86

53.92

6

29.72

97.7

78.93

0.4107

83.06

43.76

7

28.86

98.12

79

0.414

85.21

43.1

8

28.3

98.33

79

0.4149

86.39

42.62

9

28.13

98.45

79.04

0.4167

87.12

42.52

10

27.72

98.66

79.08

0.4192

88.48

42.2

  1. *The above ten ones are for the ten individual SVMs.
  2. **The following ten ones stand for the combined SVMs with thresholds from 1 to 10.