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https://issues.apache.org/jira/browse/SPARK-14516?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-14516:
--------------------------------
    Priority: Major  (was: Minor)

> Clustering evaluator
> --------------------
>
>                 Key: SPARK-14516
>                 URL: https://issues.apache.org/jira/browse/SPARK-14516
>             Project: Spark
>          Issue Type: New Feature
>          Components: ML
>            Reporter: zhengruifeng
>
> MLlib does not have any general purposed clustering metrics with a ground 
> truth.
> In 
> [Scikit-Learn](http://scikit-learn.org/stable/modules/classes.html#clustering-metrics),
>  there are several kinds of metrics for this.
> It may be meaningful to add some clustering metrics into MLlib.
> This should be added as a {{ClusteringEvaluator}} class of extending 
> {{Evaluator}} in spark.ml.



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