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Table 3 The performance of binary-based SVM models using 15 N, C and N+C terminal residues.

From: Analysis and prediction of antibacterial peptides

 

N-terminal

C-terminal

N+C terminal

Threshold

Sen.

Spec.

Acc.

Sen.

Spec.

Acc.

Sen.

Spec.

Acc.

-1

97.95

46.55

72.25

99.74

13.80

56.77

99.07

37.59

68.33

-0.9

96.93

51.15

74.04

99.48

21.35

60.42

98.61

43.85

71.23

-0.8

96.68

57.54

77.11

99.48

28.65

64.06

98.38

51.74

75.06

-0.7

96.16

60.36

78.26

98.96

37.76

68.36

97.91

59.63

78.77

-0.6

95.65

65.22

80.43

97.66

43.75

70.70

97.45

65.89

81.67

-0.5

95.40

68.29

81.84

97.14

52.08

74.61

96.98

73.09

85.03

-0.4

93.86

73.66

83.76

95.57

59.38

77.47

96.52

78.89

87.70

-0.3

92.33

76.98

84.65

93.23

67.19

80.21

95.59

84.22

89.91

-0.2

91.05

81.33

86.19

90.36

73.44

81.90

94.43

87.47

90.95

0

87.72

87.98

87.85

84.38

85.94

85.16

92.11

92.11

92.11

0.1

85.93

91.30

88.62

82.03

88.28

85.16

91.18

94.66

92.92

0.2

83.63

92.84

88.24

78.91

93.49

86.20

89.33

96.06

92.69

0.3

81.59

93.86

87.72

76.04

94.79

85.42

85.85

96.29

91.07

0.4

79.03

93.86

86.45

71.61

96.61

84.11

83.99

97.45

90.72

0.5

75.70

94.63

85.17

65.36

97.66

81.51

81.67

98.14

89.91

0.6

73.40

95.40

84.40

60.68

98.96

79.82

78.19

98.61

88.40

0.7

70.08

95.65

82.86

55.21

98.96

77.08

73.78

99.54

86.66

0.8

62.92

96.42

79.67

46.09

98.96

72.53

68.21

99.54

83.87

0.9

57.29

96.93

77.11

34.38

99.74

67.06

61.02

99.77

80.39

1

52.43

97.95

75.19

24.22

100.00

62.11

51.28

99.77

75.52