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Table 8 Evaluation results on the Bacteria_Corpus, using a 0.5 threshold. We evaluated three models: majority voting, generative model, and discriminative model
From:
Extracting chemical reactions from text using Snorkel
Model
Coverage
Precision
Recall
F1 Score
Majority voting
0.92
1.00
0.20
0.34
Generative model
0.94
1.00
0.33
0.49
Discriminative model
1.00
0.50
0.61
0.55
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