Github user freeman-lab commented on the pull request:

    https://github.com/apache/spark/pull/5037#issuecomment-86736605
  
    Agreed @tdas ! Discussed with @mengxr offline today and I think we're 
satisfied with this fix. Any additional suggestions, or extra tests?
    
    I want to make the same change in StreamingKMeans (and add expanded tests). 
As we discussed today, it's not a problem there, because of how the model is 
updated, but it will avoid confusion moving forward. But I'll do that as a 
separate PR because we won't need to include that change with updates to 
earlier versions as we will want to do here.


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