Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/11486#issuecomment-197191433
  
    About labels, I think we should output the raw labels as predictions 
instead of the encoded indices. It is hard to extract the feature metadata in 
SparkR.


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