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Table 11 NRDs (non-relevant documents) and the non-relevant pathogens / pathogen focus (PF) sets

From: Classifying literature mentions of biological pathogens as experimentally studied using natural language processing

Manual set

Precision

Recall

F1

SVM

0.9022

0.9222

0.9121

AdaBoostM1

0.8333

0.9167

0.8730

BERT classifier

0.9158

0.9667

0.9405

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Journal of Biomedical Semantics

ISSN: 2041-1480