Skip to main content

Table 1 Classification results of the test sets

From: Polytomy identification in microbial phylogenetic reconstruction

 

Test set

Accuracy, %

Precision, %

Recall, %

ROC AUC value

 

data1.1

81.34

75.55

88.1

87.89

 

data1.2

83.38

79.15

88.09

89.39

 

data1.3

80.24

88.39

73.47

85.71

 

data1.4

80.29

89.89

72.55

88.09

 

data1.5

80.49

70.67

93.48

83.31

combined

data1

81.15

80.73

83.138

86.88

 

data2.1

88.24

88.24

88.24

92.52

 

data2.2

86.09

85.36

86.84

91.01

 

data2.3

89.21

90.01

88.42

94.52

 

data2.4

87.98

87.24

88.74

92.54

 

data2.5

83.23

84.24

82.24

85.12

combined

data2

86.95

87.02

86.90

90.74

  1. Precision is the true positive/(true positive + false positive). Recall is true positive/(true positive + false negative). AUC quantifies the overall ability of the test to discriminate between positive samples and negative samples.
Back to article page

BMC Systems Biology

ISSN: 1752-0509

Contact us