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Table 3 Performance of component models for the test sets of data sets A and B

From: Large-scale online semantic indexing of biomedical articles via an ensemble of multi-label classification models

 

Micro-F

Macro-F

 

Model

A

B

A

B

 

Meta-Labeler

0.58555

0.49853

0.54884

0.43381

 

Vanilla SVM

0.55675

0.41254

0.47891

0.35355

 

Tuned SVM

0.56653

0.45631

0.51022

0.37922

 

LLDA

0.36983

0.38873

0.30100

0.37140

 
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Journal of Biomedical Semantics

ISSN: 2041-1480