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Table 1 Annotation results for the four methods

From: A Maximum-Entropy approach for accurate document annotation in the biomedical domain

Method All Terms Monosemous Terms Ambiguous Terms
  P R F P R F P R F
Exact Matching 52.3 22.1 23.92 53.73 18.87 21.61 45.48 37.01 34.82
Naive Bayes 82.06 97.45 88.79 81.95 97.48 88.72 82.57 97.29 89.09
Decision Trees 95.55 79.42 86.06 95.54 79.72 86.24 95.57 78.01 85.2
MaxEnt 99.41 86.77 92.4 99.43 86.75 92.39 99.32 86.87 92.42
  1. Results of annotation for the four methods: Exact Matching, Naive Bayes, Decision Trees and MaxEnt.
  2. Results on ambiguous and monosemous terms are also shown separately.