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Measures

Name Representation Type Normalized Metric
Bag distance bag dissimilarity no
Jaccard index, generalized bag similarity yes
Monge-Elkan similarity, generalized bag similarity
Monge-Elkan similarity bag similarity
Damerau-Levenshtein distance sequence dissimilarity no yes
Hamming distance sequence dissimilarity no
Harmonic edit distance sequence dissimilarity no yes
Jaro similarity sequence similarity yes
Jaro-Winkler similarity sequence similarity yes
LCS distance sequence dissimilarity no
Levenshtein distance sequence dissimilarity no yes
Marzal-Vidal edit distance sequence dissimilarity yes yes
Dice coefficient set similarity yes
Jaccard index set similarity yes
Otsuka-Ochiai coefficient set similarity yes
Overlap coefficient set similarity yes
Tversky index set similarity yes
Cosine similarity vector similarity yes no