Github user petro-rudenko commented on the pull request:

    https://github.com/apache/spark/pull/5510#issuecomment-94419332
  
    For my case it means:
    ```scala
    (new ParamGridBuilder).addGrid(lr.regParam, Array(0.1)) == (lr.regParam=0.1 
&& new ParamGridBuilder.build())
    ```
    
    So if there's only 1 param - just overwrite the default value and again run 
as with empty param map.


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