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Table 3 NLM WSD results: method comparison

From: Knowledge-based biomedical word sense disambiguation: comparison of approaches

1999

Accuracy all

Accuracy JDI set

MRD

0.6389

0.6526

PPR s

0.5826

0.5867

AEC

0.6836

0.6932

JDI

 

0.7475

CombSW

0.7626

0.7794

CombV

0.7601

0.7739

MFS

0.8550

0.8669

NB

0.8830

0.9063

  1. MRD stands for Machine Readable Dictionary, PPR s stands for Page Rank and MetaMap with Strict model, AEC stands for Automatic Extracted Corpus, JDI stands for Journal Descriptor Indexing, CombSW stands for weighted linear combination, CombV stands for voting combination, MFS stands for Maximum Frequency Sense and NB stands for Naïve Bayes.