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Table 9 The result of tenfold cross-validation on the CHEMPROT dataset

From: BioEGRE: a linguistic topology enhanced method for biomedical relation extraction based on BioELECTRA and graph pointer neural network

Fold

Precision (%)

Recall (%)

F1-Score (%)

1

77.38

82.08

79.66

2

77.97

81.67

79.78

3

76.04

82.50

79.14

4

78.63

81.34

79.96

5

77.56

83.01

80.19

6

77.44

81.45

79.39

7

78.69

81.06

79.86

8

76.37

82.31

79.23

9

77.44

81.58

79.46

10

78.32

81.61

79.93

Ove

77.58 ± 0.83

81.86 ± 0.57

79.66 ± 0.33

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BMC Bioinformatics

ISSN: 1471-2105

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