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Table 4 Evaluation results from our system using SA weighting on the fruit-fly dataset

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

Threshold

Precision

Recall

Accuracy

F1 score

1

0.68

0.95

0.88

0.79

2

0.74

0.94

0.90

0.83

3

0.85

0.86

0.93

0.85

4

0.91

0.71

0.91

0.80

5

0.92

0.63

0.89

0.75

6

0.97

0.40

0.85

0.57

7

1

0.19

0.79

0.33

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BMC Bioinformatics

ISSN: 1471-2105

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