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https://issues.apache.org/jira/browse/MAHOUT-865?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13146251#comment-13146251
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Grant Ingersoll commented on MAHOUT-865:
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We likely need something similar to AbstractVectorClassifier.  Base 
class/interface that defines the APIs for what a clustering job is, takes in 
config parameters etc.  In fact, this should work for the Hadoop jobs too, ala 
MAHOUT-612.

The Driver/Job programs merely become a tool that can execute these things, but 
really what we are doing is making it easier to program these things.
                
> Refactor Sequential Clustering algorithms
> -----------------------------------------
>
>                 Key: MAHOUT-865
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-865
>             Project: Mahout
>          Issue Type: Improvement
>            Reporter: Grant Ingersoll
>            Priority: Minor
>
> We have a lot of implementations of sequential clustering algorithms that are 
> kind of treated as an afterthought by sticking them into the *Driver classes. 
>  We should pull them out into their own classes with real APIs so that people 
> can use them.

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