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Table 5 Comparison of the three ensemble methods for both data sets with respect to the macro-F measure

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

Macro-F measure      
Data set MetaLabeler SVM Tuned SVM Vanilla LLDA Improve F [13] MULE Macro
A       
     0.53390 0.54820
     0.53221 0.54921
    0.42563 0.47918
   0.49437 0.51099
  0.52487 0.54847
B       
     0.42573 0.43342
     0.42429 0.43212
    0.37556 0.37335
   0.38149 0.38058
  0.42240 0.43324