Table 1 The independent test performance before and after feature selection(Sn, Sp and ACC:%)

C.elegans

before

82.69

75.00

78.85

0.58

after

94.23

78.85

86.53

0.74

D.melanogaster

before

74.57

77.12

75.85

0.52

after

84.74

86.44

85.59

0.71

A.thaliana

before

82.57

76.51

79.54

0.59

after

80.30

83.33

81.81

0.64

E.coli

before

92.30

69.23

80.76

0.63

after

88.46

88.46

88.46

0.77

G.subterraneus

before

83.33

75.00

79.17

0.59

after

91.67

81.67

86.67

0.74

G.pickeringii

before

81.57

78.94

80.26

0.61

after

86.84

89.47

88.15

0.76