Table 3 The performance of SVM model using evolutionary information. Bold values indicate the point where sensitivity and specificity is equal or minimum difference with highest MCC.

-1.0

98.76

12.48

55.62

0.22

98.41

21.14

59.78

0.31

98.67

13.31

55.99

0.23

-0.9

98.38

15.41

57.09

0.25

97.98

25.91

61.95

0.34

98.12

16.81

57.46

0.26

-0.8

97.71

20.59

59.15

0.29

97.37

30.92

64.15

0.38

97.60

21.38

59.49

0.29

-0.7

96.86

25.68

61.27

0.32

96.25

37.26

66.75

0.42

96.78

26.03

61.41

0.32

-0.6

95.82

31.46

63.64

0.36

95.27

43.43

69.35

0.45

95.78

32.19

63.99

0.36

-0.5

94.51

38.63

66.57

0.40

94.26

49.72

71.99

0.49

94.51

38.81

66.66

0.40

-0.4

93.03

45.54

69.28

0.44

92.87

56.94

74.90

0.53

93.00

46.04

69.52

0.44

-0.3

91.20

53.32

72.76

0.48

91.36

63.94

77.65

0.58

91.34

54.31

72.82

0.49

-0.2

88.83

62.53

75.68

0.53

89.35

70.79

80.07

0.61

88.98

62.32

75.65

0.53

-0.1

85.47

70.86

78.16

0.57

86.70

77.08

81.89

0.64

85.64

70.92

78.28

0.57

0

80.85

79.73

80.29

0.61

83.36

82.36

82.86

0.66

81.86

78.93

80.39

0.61

0.1

75.62

87.72

81.67

0.64

79.20

87.39

83.30

0.67

76.12

86.05

81.09

0.62

0.2

68.59

92.60

80.59

0.63

74.84

91.83

83.34

0.68

69.28

91.42

80.35

0.62

0.3

63.42

94.75

79.08

0.61

69.61

94.60

82.10

0.66

63.44

93.96

78.70

0.60

0.4

57.60

96.17

76.88

0.58

64.86

96.05

80.45

0.64

58.06

95.66

76.86

0.58

0.5

51.38

97.22

74.30

0.55

60.07

97.29

78.68

0.62

51.18

96.85

74.01

0.54

0.6

44.20

97.93

71.07

050

54.55

98.09

76.32

0.58

44.01

97.85

70.93

0.50

0.7

36.42

98.52

67.47

0.45

47.38

98.66

73.02

0.54

35.65

98.44

67.05

0.44

0.8

28.11

98.87

63.49

0.38

38.40

99.06

68.73

0.47

27.50

98.77

63.14

0.37

0.9

20.29

99.03

59.66

0.31

28.70

99.35

64.03

0.40

19.19

99.08

59.13

0.30

1.0

12.99

99.37

56.18

0.25

19.14

99.57

59.76

0.32

11.33

99.55

55.44

0.23