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https://issues.apache.org/jira/browse/SPARK-7132?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15877781#comment-15877781
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Vincent commented on SPARK-7132:
--------------------------------

Hi All, any update on this issue?

> Add fit with validation set to spark.ml GBT
> -------------------------------------------
>
>                 Key: SPARK-7132
>                 URL: https://issues.apache.org/jira/browse/SPARK-7132
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>            Reporter: Joseph K. Bradley
>            Priority: Minor
>
> In spark.mllib GradientBoostedTrees, we have a method runWithValidation which 
> takes a validation set.  We should add that to the spark.ml API.
> This will require a bit of thinking about how the Pipelines API should handle 
> a validation set (since Transformers and Estimators only take 1 input 
> DataFrame).  The current plan is to include an extra column in the input 
> DataFrame which indicates whether the row is for training, validation, etc.



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