Dataset

Method

Acc (%)

Sen (%)

Sp(%)

MCC

Human

Our method

86.33

89.77

82.93

0.73

iNuc-PseKNC [ 13 ]

86.27

87.86

84.70

0.73

iNuc-PseSTNC [ 14 ]

87.60

89.31

85.91

0.75

3LS [ 15 ]

90.01

91.69

88.35

0.80

TNS [ 15 ]

81.67

-

-

-

Worm

Our method

89.35

92.45

86.30

0.79

iNuc-PseKNC [ 13 ]

86.90

90.30

83.55

0.74

iNuc-PseSTNC [ 14 ]

88.62

91.62

86.66

0.77

3LS [ 15 ]

87.86

86.54

89.21

0.76

TNS [ 15 ]

83.94

-

-

-

Fly

Our method

81.75

79.14

84.40

0.64

iNuc-PseKNC [ 13 ]

79.97

78.31

81.65

0.60

iNuc-PseSTNC [ 14 ]

81.67

79.76

83.61

0.63

3LS [ 15 ]

83.41

84.07

82.74

0.67

TNS [ 15 ]

70.82

-

-

-

Yeast

Our method

100

100

100

1.00

TNS [ 15 ]

100

-

-

-

Chen et al. [ 18 ]

98.10

98.20

98.00

0.96

Yi et al. [ 19 ]

99.06

-

-

-