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https://issues.apache.org/jira/browse/SPARK-9883?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14908884#comment-14908884
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Joseph K. Bradley commented on SPARK-9883:
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OK! I'll be traveling next week, but I'll try to take a look soon.
> Distance to each cluster given a point
> --------------------------------------
>
> Key: SPARK-9883
> URL: https://issues.apache.org/jira/browse/SPARK-9883
> Project: Spark
> Issue Type: Improvement
> Components: MLlib
> Reporter: Bertrand Dechoux
> Priority: Minor
>
> Right now KMeansModel provides only a 'predict 'method which returns the
> index of the closest cluster.
> https://spark.apache.org/docs/latest/api/java/org/apache/spark/mllib/clustering/KMeansModel.html#predict(org.apache.spark.mllib.linalg.Vector)
> It would be nice to have a method giving the distance to all clusters.
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