[jira] [Updated] (MAHOUT-931) Implement a pluggable outlier removal capability for cluster classifiers

["Paritosh Ranjan (Updated) (JIRA)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/MAHOUT-931?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Paritosh Ranjan updated MAHOUT-931:
-----------------------------------

    Attachment: MAHOUT-931

I was thinking about the implementation and interface designing. Thought it could be best described using some code.
I think that this interface design will be able to tackle almost all future implementation changes in classification of clusters. 
If you have suggestions to improve it, then I can work on that. Else I think, we can also commit it and build over it.
                
> Implement a pluggable outlier removal capability for cluster classifiers
> ------------------------------------------------------------------------
>
>                 Key: MAHOUT-931
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-931
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Classification, Clustering
>    Affects Versions: 0.6
>            Reporter: Paritosh Ranjan
>             Fix For: 0.7
>
>         Attachments: MAHOUT-931
>
>
> A pluggable outlier removal capability while classifying the clusters is needed. The classification and outlier removal implementations, both should be completely separate entities for better abstraction. 

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