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Table 5 Evaluation results from our system using IG 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

0.66

0.89

0.86

0.76

1.5

0.81

0.79

0.90

0.80

2

0.83

0.69

0.89

0.75

3

0.88

0.53

0.87

0.66

5

0.98

0.25

0.81

0.40

6

1

0.13

0.79

0.24