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https://issues.apache.org/jira/browse/MAHOUT-929?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13171700#comment-13171700
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Jeff Eastman commented on MAHOUT-929:
-------------------------------------

Sure, the first two at least are pretty significant stories. The last is more 
of a design constraint on the first story. Go ahead and subdivide if you wish.
                
> Refactor Clustering (Vector Classification) into a Separate Postprocess with 
> Outlier Pruning
> --------------------------------------------------------------------------------------------
>
>                 Key: MAHOUT-929
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-929
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Classification, Clustering
>    Affects Versions: 0.6
>            Reporter: Jeff Eastman
>             Fix For: 0.7
>
>
> The current clustering drivers have a -cp option to produce clusteredPoints 
> directory containing the input vectors classified by the final clusters 
> produced by the algorithm. These options are redundantly implemented in those 
> drivers.
> - Factor out & implement an independent post processor to perform the 
> classification step independently of the various clustering implementations.
> - Implement a pluggable outlier removal capability for this classifier. 
> - Consider building off of the ClusterClassifier & ClusterIterator ideas.

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