Table 1 The performance of SVM model using binary pattern. Bold values indicate the point where sensitivity and specificity is equal or minimum difference with highest MCC.

-1.0

100

0

50.0

0.0

87.49

42.38

64.94

0.33

99.98

0.06

50.02

0.01

-0.9

100

0

50.0

0.0

86.57

44.27

65.42

0.34

99.96

0.32

50.14

0.03

-0.8

100

0

50.0

0.0

85.83

46.08

65.95

0.35

99.92

1.11

50.51

0.07

-0.7

100

0.04

50.02

0.01

84.96

47.89

66.43

0.35

99.68

2.45

51.07

0.09

-0.6

99.98

0.20

50.09

0.03

84.00

49.66

66.83

0.36

99.08

5.37

52.22

0.13

-0.5

99.75

1.21

50.48

0.06

82.95

51.63

67.29

0.36

97.75

11.68

54.71

0.19

-0.4

99.08

4.43

51.76

0.11

81.85

53.48

67.66

0.37

95.74

20.06

57.90

0.24

-0.3

96.98

14.26

55.62

0.20

80.76

55.19

67.97

0.37

91.64

32.39

62.01

0.30

-0.2

90.34

33.70

62.02

0.29

79.73

57.00

68.37

0.38

85.52

47.37

66.45

0.36

-0.1

78.21

58.19

68.20

0.37

78.49

58.73

68.61

0.38

76.76

61.36

69.06

0.39

0

62.36

78.27

70.31

0.41

77.00

60.57

68.79

0.38

66.26

74.71

70.49

0.41

0.1

46.81

90.16

68.48

0.41

75.67

62.40

69.04

0.38

55.47

83.90

69.68

0.41

0.2

33.11

95.75

64.43

0.37

74.57

63.89

69.23

0.39

45.05

90.77

67.91

0.40

0.3

23.90

98.04

60.97

0.33

73.52

65.42

69.47

0.39

34.78

94.93

64.86

0.37

0.4

17.14

99.20

58.17

0.29

72.11

67.09

69.60

0.39

26.46

97.15

61.80

0.33

0.5

11.83

99.65

55.74

0.24

70.53

68.73

69.65

0.39

19.78

98.39

59.09

0.29

0.6

8.58

99.84

54.21

0.21

68.80

70.23

69.51

0.39

14.21

99.34

56.78

0.26

0.7

5.84

99.92

52.88

0.17

67.11

71.83

69.47

0.39

9.93

99.74

54.84

0.22

0.8

3.96

99.94

51.95

0.14

65.34

73.34

69.34

0.39

6.41

99.86

53.14

0.18

0.9

2.12

99.98

51.05

0.10

63.77

74.45

69.26

0.39

4.06

99.92

51.99

0.14

1.0

1.27

100

50.63

0.08

62.08

76.20

69.14

0.39

2.43

99.94

51.19

0.11