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Table 4 Ablation study results on curated data from MedConSult

From: Composition-driven symptom phrase recognition for Chinese medical consultation corpora

\(\varepsilon\)

Method

Macro/%

Micro/%

Precision

Recall

\(F_1\)

Precision

Recall

\(F_1\)

0.6

ComD

77.82

78.17

77.99

77.62

78.17

77.89

ComD-NoInt

61.62

61.97

61.80

61.54

61.97

61.75

ComD-NoPos

16.20

16.20

16.20

16.20

16.20

16.20

0.7

ComD

75.00

75.35

75.18

74.83

75.35

75.09

ComD-NoInt

51.06

51.41

51.23

51.05

51.41

51.23

ComD-NoPos

9.15

9.15

9.15

9.15

9.15

9.15

0.8

ComD

61.62

61.97

61.80

61.54

61.97

61.75

ComD-NoInt

26.41

26.76

26.58

26.57

26.76

26.67

ComD-NoPos

5.63

5.63

5.63

5.63

5.63

5.63

1.0

ComD

60.92

61.27

61.09

60.84

61.27

61.05

ComD-NoInt

15.14

15.49

15.31

15.38

15.49

15.44

ComD-NoPos

2.11

2.11

2.11

2.11

2.11

2.11