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Table 5 Maximum F 1

From: Mapping biological entities using the longest approximately common prefix method

Dataset D 1 D 2 D 3 D 4
Jaccard 0.33 0.38 0.37 0.59
Jaro 0.33 0.49 0.28 0.77
Jaro-Winkler 0.56 0.57 0.28 0.77
Levenshtein 0.21 0.28 0.33 0.65
Monge-Elkan 0.24 0.37 0.26 0.67
Needleman-Wunsch 0.21 0.28 0.33 0.65
Smith-Waterman 0.21 0.22 0.18 0.38
TFIDF 0.49 0.58 0.40 0.70
Soft TFIDF 0.49 0.58 0.40 0.71
LACP 0.69 0.61 0.27 0.92
  1. Note: The best values for each column are formatted in bold italics.