Github user srowen commented on the pull request:

    https://github.com/apache/spark/pull/12969#issuecomment-218973390
  
    It seems like a good change, because several lower-level methods now return 
a reasonable result instead of an error. At a higher level, having 0 labels 
probably still results in some (better) error, or a trivial model, but that has 
at least improved the situation.


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