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Table 13 Cross-validation performance of BioEGRE on GAD and EU-ADR

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

Fold

GAD

EU-ADR

p (%)

r (%)

f (%)

p (%)

r (%)

f (%)

1

79.55

87.19

83.19

81.48

84.62

83.02

2

79.21

86.71

82.79

81.84

83.33

82.58

3

79.33

87.30

83.12

80.67

85.11

82.83

4

78.97

86.67

82.64

81.48

84.52

82.97

5

79.75

87.21

83.31

81.75

85.34

83.51

6

79.33

87.67

83.29

81.98

84.76

83.35

7

78.82

88.11

83.21

80.45

84.36

82.36

8

79.01

87.42

83.00

80.10

84.57

82.27

9

80.01

86.33

83.05

81.33

90.15

85.51

10

78.21

86.52

82.16

80.36

83.02

81.67

Ove

79.21 ± 0.51

87.11 ± 0.55

82.98 ± 0.36

81.14 ± 0.68

84.98 ± 1.95

83.00 ± 1.03