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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