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Table 4 Somatic SNV calling performance comparison

From: SNVSniffer: an integrated caller for germline and somatic single-nucleotide and indel mutations

Metric

Error

SNVSniffer(M1)

SomaticSniper

VarScan2

JSM2

MuTect

Recall

1.0 %

94.86

86.62

77.43

91.26

93.47

 

1.5 %

94.49

86.62

80.67

91.24

93.47

 

2.0 %

94.00

86.62

80.50

91.23

93.47

Precision

1.0 %

95.87

99.77

95.02

99.68

84.76

 

1.5 %

95.86

99.77

95.29

99.68

84.76

 

2.0 %

95.85

99.78

95.36

99.68

84.76

F-score

1.0 %

95.36

92.73

85.33

95.28

88.90

 

1.5 %

95.17

92.73

87.37

95.27

88.90

 

2.0 %

94.92

92.74

87.30

95.27

88.90

Time(s)

1.0 %

275

183

1828

1364

3677

 

1.5 %

273

180

1947

1361

3644

 

2.0 %

271

179

1990

1368

3658

  1. Best results are highlighted in boldface