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Table 8 Evaluation results from the training, development, and testing sets of BioNLP-ST 2013 GE task 1

From: A generalizable NLP framework for fast development of pattern-based biomedical relation extraction systems

Event class

P

R

F

Training set

   

 Simple event

86.75

72.20

78.81

 Binding

88.95

64.83

75.00

 Total

87.12

70.82

78.13

Development set

   

 Simple event

89.52

71.73

79.64

 Binding

93.58

64.42

76.31

 Total

90.68

69.39

78.62

Testing set

   

 Simple event

90.48

71.80

80.07

 Binding

71.80

52.39

60.58

 Total

85.27

66.05

74.44

  1. Performance is reported in terms of (P)recision/(R)ecall/(F)-score.