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https://issues.apache.org/jira/browse/SPARK-25097?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16577872#comment-16577872
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Apache Spark commented on SPARK-25097:
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User 'zhengruifeng' has created a pull request for this issue:
https://github.com/apache/spark/pull/22087

> Support prediction on single instance in KMeans/BiKMeans/GMM
> ------------------------------------------------------------
>
>                 Key: SPARK-25097
>                 URL: https://issues.apache.org/jira/browse/SPARK-25097
>             Project: Spark
>          Issue Type: Sub-task
>          Components: ML
>    Affects Versions: 2.4.0
>            Reporter: zhengruifeng
>            Priority: Major
>
> I just encounter a case that I need to apply existing KMeansModel out of 
> Spark, so the prediction on single instance should be exposed.



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