Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/11983#issuecomment-202726994
  
    @mengxr This was actually easier when ```labels``` was stored as a Param; 
that made save/load handle it automatically.  I just changed it to store labels 
as a private Param, and it worked locally.  What do you think?


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