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Table 3 The performance of SVM models developed using pseudo amino acid composition (PseAAC).

From: Identification of Proteins Secreted by Malaria Parasite into Erythrocyte using SVM and PSSM profiles

Thr

Pseudo Amino acid composition (hydrophobicity)

Pseudo Amino acid composition (pI at 250 C.)

 

Sn*

Sp

Acc

MCC

Sn

Sp

Acc

MCC

-1.0

92.86

58.17

75.55

0.54

96.03

44.44

70.24

0.47

-0.9

92.06

66.14

79.13

0.60

94.44

50.79

72.62

0.50

-0.8

91.67

72.91

82.31

0.66

93.25

59.13

76.19

0.56

-0.7

90.08

74.50

82.31

0.65

92.46

61.51

76.98

0.57

-0.6

89.29

77.29

83.30

0.67

91.67

65.08

78.37

0.59

-0.5

88.89

82.47

85.69

0.72

91.67

69.44

80.56

0.63

-0.4

88.10

85.26

86.68

0.73

90.48

75.40

82.94

0.67

-0.3

86.11

88.45

87.28

0.75

89.29

78.57

83.93

0.68

-0.2

85.32

90.04

87.67

0.75

89.29

80.16

84.72

0.70

-0.1

85.32

92.83

89.07

0.78

88.89

84.13

86.51

0.73

0.0

83.73

94.02

88.87

0.78

87.70

86.90

87.30

0.75

0.1

82.94

95.22

89.07

0.79

86.90

88.49

87.70

0.75

0.2

81.75

95.62

88.67

0.78

86.11

90.48

88.29

0.77

0.3

81.75

96.41

89.07

0.79

84.13

91.67

87.90

0.76

0.4

81.35

96.81

89.07

0.79

83.33

92.46

87.90

0.76

0.5

80.56

96.81

88.67

0.78

82.54

94.44

88.49

0.78

0.6

78.57

98.41

88.47

0.79

81.35

95.24

88.29

0.77

0.7

76.98

98.41

87.67

0.77

79.76

95.63

87.70

0.76

0.8

73.02

98.41

85.69

0.74

78.17

97.22

87.70

0.77

0.9

68.25

98.80

83.50

0.70

73.02

97.22

85.12

0.72

1.0

62.30

98.80

80.52

0.66

67.06

98.02

82.54

0.68