Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/7884#issuecomment-127453278
  
    Initial thought:  I don't think the user should need 2 parameters to 
specify whether to use sample weights.
    
    What if, instead, there were no default weightCol?  If the user specifies 
weightCol, then we use sample weights.  If weightCol is unspecified or an empty 
String, then we don't use sample weights.  Then we could eliminate 
HasWeightedSample.


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