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https://issues.apache.org/jira/browse/SPARK-5015?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14261946#comment-14261946
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Meethu Mathew commented on SPARK-5015:
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We would try to experiment with both the initialization methods and come up 
with a comparison on cluster quality and running time.

> GaussianMixtureEM should take random seed parameter
> ---------------------------------------------------
>
>                 Key: SPARK-5015
>                 URL: https://issues.apache.org/jira/browse/SPARK-5015
>             Project: Spark
>          Issue Type: New Feature
>          Components: MLlib
>    Affects Versions: 1.2.0
>            Reporter: Joseph K. Bradley
>            Priority: Minor
>
> GaussianMixtureEM uses randomness but does not take a random seed.  It should 
> take one as a parameter.



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