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https://issues.apache.org/jira/browse/SPARK-13646?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Abou Haydar Elias updated SPARK-13646:
--------------------------------------
    Description: 
getSampledInput counts the dataset twice as you see here : 
[https://github.com/apache/spark/blob/master/mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala#L116]


  was:getSampledInput counts the dataset twice as you see 
[here](https://github.com/apache/spark/blob/master/mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala#L116)


> QuantileDiscretizer counts dataset twice in getSampledInput
> -----------------------------------------------------------
>
>                 Key: SPARK-13646
>                 URL: https://issues.apache.org/jira/browse/SPARK-13646
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>    Affects Versions: 1.6.0
>            Reporter: Abou Haydar Elias
>            Priority: Trivial
>              Labels: patch, performance
>
> getSampledInput counts the dataset twice as you see here : 
> [https://github.com/apache/spark/blob/master/mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala#L116]



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