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https://issues.apache.org/jira/browse/SPARK-4530?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sean Owen resolved SPARK-4530.
------------------------------
          Resolution: Fixed
    Target Version/s: 1.2.0  (was: 1.0.2, 1.2.0, 1.1.2)

This was evidently merged for master and 1.2: 
https://github.com/apache/spark/commit/f515f9432b05f7e090b651c5536aa706d1cde487

> GradientDescent get a wrong gradient value according to the gradient formula, 
> which is caused by the miniBatchSize parameter.
> -----------------------------------------------------------------------------------------------------------------------------
>
>                 Key: SPARK-4530
>                 URL: https://issues.apache.org/jira/browse/SPARK-4530
>             Project: Spark
>          Issue Type: Bug
>          Components: MLlib
>    Affects Versions: 1.0.0, 1.1.0, 1.2.0
>            Reporter: Guoqiang Li
>            Assignee: Guoqiang Li
>            Priority: Minor
>             Fix For: 1.2.0
>
>
> This bug is caused by {{RDD.sample}}
> The number of  {{RDD.sample}}  returns is not fixed.



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