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Table 3 Results Semantic Relation Extraction.

From: Extraction of semantic biomedical relations from text using conditional random fields

 

Recall

Precision

F-score

Any

79.46

78.45

78.95

Unrelated

60.26

70.59

65.02

Altered expression

77.96

79.90

78.91

Genetic variation

77.76

82.45

80.04

Regulatory modification

69.17

73.28

71.16

Overall

76.61

79.46

78.00

  1. NER and SRE performance of the cascaded CRF approach for the five different relation types according to recall, precision and F-measure averaged over the 10 cross-validation test runs.