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https://issues.apache.org/jira/browse/MAHOUT-902?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13162760#comment-13162760
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Sean Owen commented on MAHOUT-902:
----------------------------------

Ah, right it affects the item-item computation in the non-distributed version 
too. Well I have a patch ready. I'll wait a bit until I post the 'answer'
                
> TanimotoCoefficientSimilarity should return Double.NaN for two items that 
> have zero overlap
> -------------------------------------------------------------------------------------------
>
>                 Key: MAHOUT-902
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-902
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Collaborative Filtering
>    Affects Versions: 0.6
>            Reporter: Sebastian Schelter
>              Labels: MAHOUT_INTRO_CONTRIBUTE
>
> org.apache.mahout.cf.taste.impl.similarity.TanimotoCoefficientSimilarity 
> should return Double.NaN for two items that have zero overlap. Please also 
> provide a unit-test for this.

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