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Table 4 Per-entity-type breakdown of the recall scores obtained by the different pipelines

From: Entity recognition in the biomedical domain using a hybrid approach

  Evaluation method: strict Evaluation method: average
Entity type OG OG+NN OG+CRF OG OG+NN OG+CRF
All 0.66 0.60 0.50 0.69 0.61 0.58
Chemicals 0.73 0.68 0.26 0.75 0.68 0.27
Cells 0.77 0.67 0.88 0.77 0.71 0.89
Biological processes/molecular functions 0.25 0.22 0.45 0.29 0.25 0.49
Cellular components 0.60 0.56 0.67 0.61 0.58 0.69
Organisms 0.92 0.91 0.91 0.92 0.91 0.92
Proteins 0.84 0.75 0.66 0.85 0.75 0.72
Sequences 0.67 0.64 0.08 0.69 0.65 0.09
  1. The best values are highlighted in boldface