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Table 7 Evaluation results from our system using SA weighting on the BMC dataset

From: Recognizing speculative language in biomedical research articles: a linguistically motivated perspective

Threshold

Precision

Recall

Accuracy

F1 score

1

0.58

0.96

0.87

0.73

2

0.66

0.94

0.90

0.77

3

0.80

0.85

0.94

0.82

4

0.83

0.65

0.92

0.73

5

0.95

0.56

0.92

0.70

6

0.97

0.35

0.89

0.52

7

0.98

0.21

0.86

0.35

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BMC Bioinformatics

ISSN: 1471-2105

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