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https://issues.apache.org/jira/browse/SPARK-6295?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley resolved SPARK-6295.
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       Resolution: Fixed
    Fix Version/s: 1.4.0
         Assignee: Xiangrui Meng  (was: Joseph K. Bradley)

I'm pretty sure [~mengxr] fixed this in some PR, but I'm having trouble finding 
which one.  But it's fixed for 1.4.0.

> spark.ml.Evaluator should have evaluate method not taking ParamMap
> ------------------------------------------------------------------
>
>                 Key: SPARK-6295
>                 URL: https://issues.apache.org/jira/browse/SPARK-6295
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>    Affects Versions: 1.3.0
>            Reporter: Joseph K. Bradley
>            Assignee: Xiangrui Meng
>            Priority: Minor
>             Fix For: 1.4.0
>
>
> spark.ml.Evaluator requires that the user pass a ParamMap, but it is not 
> always necessary.  It should have a default implementation with no ParamMap 
> (similar to fit() and transform() in Estimator and Transformer).



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