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https://issues.apache.org/jira/browse/SPARK-7425?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14990917#comment-14990917
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Joseph K. Bradley commented on SPARK-7425:
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The VectorUDT usage for features should be a separate issue from this JIRA 
(which is for the label).

> spark.ml Predictor should support other numeric types for label
> ---------------------------------------------------------------
>
>                 Key: SPARK-7425
>                 URL: https://issues.apache.org/jira/browse/SPARK-7425
>             Project: Spark
>          Issue Type: Sub-task
>          Components: ML
>            Reporter: Joseph K. Bradley
>            Priority: Minor
>              Labels: starter
>
> Currently, the Predictor abstraction expects the input labelCol type to be 
> DoubleType, but we should support other numeric types.  This will involve 
> updating the PredictorParams.validateAndTransformSchema method.



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