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Table 3 Machine learning automation and expert annotator performance for BioNLP 2011 REL shared task dataset

From: An adaptive annotation approach for biomedical entity and relation recognition

Mode

Annotator type

Recall

Precsion

F-score

Automation

 

Entity

61.94

49.31

54.91

 

Protein

57.31

50.97

53.95

Expert

 

Entity

29.11

22.90

25.63

 

Protein

71.94

59.28

65.00