Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/3022#issuecomment-67549445
  
    @tgaloppo  Thanks for the updates! It looks quite good to me.  My main 
remaining question is: What do you think about having predict() return the 
cluster centers (following KMeansModel), rather than the pair of RDDs?  Users 
can still access the membership Vector using predictMembership().
    
    I'm running a few tests now.


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