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Table 3

Development results for detecting speculation CUES: Averaged 10-fold cross-validation results for the cue classifiers on both the abstracts and full papers in the BioScope training data (BSA and BSP).


Sentence Level
Token Level
Cue Level
Model
Prec
Rec
F1
Prec
Rec
F1
Prec
Rec
F1
Baseline 91.07 87.21 89.07 91.61 81.85 86.42 90.49 81.16 85.57 
WbW 95.01 88.03 91.37 95.29 82.78 88.58 94.65 82.26 88.02 
Filtering 94.52 89.72 92.04 94.88 84.86 89.57 94.13 84.60 89.11 

Sentence Level
Token Level
Cue Level
Model
Prec
Rec
F1
Prec
Rec
F1
Prec
Rec
F1
Baseline 91.07 87.21 89.07 91.61 81.85 86.42 90.49 81.16 85.57 
WbW 95.01 88.03 91.37 95.29 82.78 88.58 94.65 82.26 88.02 
Filtering 94.52 89.72 92.04 94.88 84.86 89.57 94.13 84.60 89.11 
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