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https://issues.apache.org/jira/browse/MAHOUT-393?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12865599#action_12865599
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Sean Owen commented on MAHOUT-393:
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Unless, I missed something, and the unit tests don't manage to catch it, yeah I 
think this is important. The way it was defined, the objects had an ordering 
but all were equal. So compareTo() would return nonzero for objects that are 
equals() and that could cause problems if not now then some day. (It may happen 
that the value of equals() is never used). Anyway, all set here it seems.

> Distributed item similarity functions
> -------------------------------------
>
>                 Key: MAHOUT-393
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-393
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Collaborative Filtering
>            Reporter: Sebastian Schelter
>            Assignee: Sean Owen
>             Fix For: 0.4
>
>         Attachments: MAHOUT-393.patch
>
>
> To complete the work started in MAHOUT-389, I've created a distributed 
> version of any item similarity function that is currently already available 
> in a non-distributed manner. An additional M/R job was necessary to compute 
> the number of all users which is needed by some similarity functions (like 
> LogLikelihoodSimilarity for example).
> There is still some optimization potential in the code as not every 
> similarity function needs all information that is currently extracted (like 
> the number of users e.g.), but the optimization would have made the code much 
> less readable so I did not do any work on that.
> I hope you consider this a useful addition.

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