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https://issues.apache.org/jira/browse/SPARK-11118?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley closed SPARK-11118.
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    Resolution: Invalid

Oops, cancel that.  The issue I was running into must be from elsewhere...

> PredictionModel.transform is calling incorrect transformSchema method
> ---------------------------------------------------------------------
>
>                 Key: SPARK-11118
>                 URL: https://issues.apache.org/jira/browse/SPARK-11118
>             Project: Spark
>          Issue Type: Bug
>          Components: ML
>    Affects Versions: 1.6.0
>            Reporter: Joseph K. Bradley
>            Assignee: Joseph K. Bradley
>
> PredictionModel.transform calls the transformSchema defined in PipelineStage. 
>  It should instead call the one defined in PredictionModel, which does not 
> take the logging parameter.
> The current implementation forces there to be a "label" column, even during 
> prediction.



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