Skip to main content

Table 6 The performance of multi-class relational classifier across three different SemRep datasets

From: Formalizing biomedical concepts from textual definitions

 

Top 5 relations

Top 10 relations

All relations

F-measure

   

(with Types)

94%

89.1%

82.7%

F-measure

   

(only Types)

93.5%

79.2%

65.5%

Size

860 (63%)

1,144 (84%)

1,357 (100%)

  1. The size of each dataset is specified by the absolute number of instances and by the percentage of instances covered by the respective set of relations. The table reports F-Measure for two settings: including semantic types in the feature space, and excluding them.
Back to article page

Journal of Biomedical Semantics

ISSN: 2041-1480