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https://issues.apache.org/jira/browse/TEXT-104?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16570072#comment-16570072
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Jan Martin Keil commented on TEXT-104:
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{quote}I'm definitely open to suggestion on how to more effectively convey that 
the "Jaro-Winkler Distance" is indeed not a mathematical metric.
{quote}
What about having a second interface {{SimilarityMetric extends 
SimilarityScore}}. Each similarity class that is a mathematical metric 
implements {{SimilarityMetric}}, each other similarity class only implements 
{{SimilarityScore}}. This is analogue to e.g. {{HashMap implements Map}} but 
{{TreeMap implements NavigableMap}}. This allows to use type safety to enforce 
the use of similarities that are a mathematical metric where needed.

> Jaro Winkler Distance refers to similarity
> ------------------------------------------
>
>                 Key: TEXT-104
>                 URL: https://issues.apache.org/jira/browse/TEXT-104
>             Project: Commons Text
>          Issue Type: Improvement
>    Affects Versions: 1.1
>            Reporter: Nikos Karagiannakis
>            Priority: Trivial
>             Fix For: 2.0
>
>
> The 'apply' method returns the similarity score instead of the distance score 
> as implied from the class name. 
> It is stated in the javadoc, but it is not aligned with the approach of the 
> rest similarity scores in the same package (e.g LevenshteinDetailedDistance). 
> Maybe a rename of the class or the method to avoid confusion?



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