Joseph K. Bradley created SPARK-14772:
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             Summary: Python ML Params.copy treats uid, paramMaps differently 
than Scala
                 Key: SPARK-14772
                 URL: https://issues.apache.org/jira/browse/SPARK-14772
             Project: Spark
          Issue Type: Bug
          Components: ML, PySpark
            Reporter: Joseph K. Bradley


In PySpark, {{ml.param.Params.copy}} does not quite match the Scala 
implementation:
* It does not copy the UID
* It does not respect the difference between defaultParamMap and paramMap.  
This is an issue with {{_copyValues}}.



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