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Table 3 Performance comparison of instance-based error corrections

From: Instance-based error correction for short reads of disease-associated genes

 

On single-end reads

On paired-end reads

 

Ins_EC

Coral

BFC

Bcool

Ins_EC

Coral

BFC

Bcool

Precision (\(\%\))

        

 g1

98.42

95.95

91.91

93.01

99.49

94.46

90.96

89.82

 g2

100

99.65

100

94.70

100

97.39

100

98.18

 g3

99.64

92.19

93.90

95.48

99.85

93.49

94.10

97.97

 g4

99.93

94.86

97.34

96.30

99.97

95.19

98.18

98.00

 g5

100

100

100

98.68

100

90.16

95.00

96.02

 g6

98.56

93.36

91.64

87.73

99.27

92.30

95.35

91.49

 g7

100

99.25

99.87

93.79

100

98.57

96.02

95.81

 AVE

99.51

96.47

96.38

94.24

99.80

94.51

95.66

95.33

Recall (\(\%\))

        

 g1

95.06

91.06

78.64

79.38

96.78

93.92

95.04

86.78

 g2

97.26

95.65

71.91

89.63

99.32

97.39

95.93

96.42

 g3

98.07

97.07

76.00

89.23

98.48

97.92

95.49

92.75

 g4

97.16

96.97

78.19

91.25

97.82

97.05

97.75

93.85

 g5

99.34

61.84

69.74

98.03

99.78

90.16

94.44

95.73

 g6

99.60

96.44

76.91

79.34

99.69

97.20

96.65

81.10

 g7

99.72

96.81

71.52

86.53

99.87

98.41

95.48

89.78

 AVE

98.03

90.83

76.13

87.63

98.82

96.01

95.83

90.91

Gain (\(\%\))

        

 g1

93.54

87.95

71.72

79.38

96.29

89.66

85.60

86.78

 g2

97.26

95.64

71.91

89.63

99.32

95.71

95.93

96.42

 g3

97.71

89.56

71.06

89.23

98.34

92.15

89.50

92.75

 g4

97.09

92.76

76.06

91.25

97.79

93.29

95.94

93.85

 g5

99.34

61.84

69.74

98.03

99.78

81.04

89.47

95.73

 g6

98.15

91.32

69.90

79.34

98.96

91.23

91.94

81.10

 g7

99.72

96.79

71.43

86.53

99.87

98.39

91.52

89.78

 AVE

97.55

87.98

73.11

87.63

98.62

91.64

91.42

90.91

  1. AVE indicates the average score over the seven genes. Bold font indicates the best result in the row