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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.