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https://issues.apache.org/jira/browse/SPARK-8587?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14603592#comment-14603592
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Joseph K. Bradley commented on SPARK-8587:
------------------------------------------

Based on feedback we've gotten about the Pipelines API, we are trying to focus 
more on it.  We will continue to support the original API, but I do think that, 
eventually, new development will happen in Pipelines.

> Return cost and cluster index KMeansModel.predict
> -------------------------------------------------
>
>                 Key: SPARK-8587
>                 URL: https://issues.apache.org/jira/browse/SPARK-8587
>             Project: Spark
>          Issue Type: Improvement
>          Components: MLlib
>            Reporter: Sam Stoelinga
>            Priority: Minor
>
> Looking at PySpark the implementation of KMeansModel.predict 
> https://github.com/apache/spark/blob/master/python/pyspark/mllib/clustering.py#L102
>  : 
> Currently:
> it calculates the cost of the closest cluster and returns the index only.
> My expectation:
> Easy way to let the same function or a new function to return the cost with 
> the index.



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