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Table 9 Accuracy per ambiguous word MEDLINE frequency range

From: Exploiting MeSH indexing in MEDLINE to generate a data set for word sense disambiguation

Q Frequency range NB AEC MRD 2-MRD JDI
Q1 1,903,168 - 40,499 0.9499 0.7708 0.7427 0.7206 0.6505
Q2 40,425 - 11,033 0.9401 0.8591 0.8199 0.7812 0.6458
Q3 10,817 - 3,482 0.9348 0.8928 0.8490 0.8192 0.6618
Q4 3,427 - 59 0.9300 0.8309 0.8160 0.7974 0.6623
  1. NB stands for Naïve Bayes, AEC stands for Automatic Extracted Corpus, MRD stands for Machine Readable dictionary, 2-MRD stands for 2nd Order Co-occurrence MRD, and JDI stands for Journal Descriptor Indexing.