Github user srowen commented on the issue:

    https://github.com/apache/spark/pull/19340
  
    @zhengruifeng yes I understand why the solutions aren't the same, though it 
depends on whether you think that's what k-_means_ is supposed to do or not. 
We're not actually maximizing an expectation here, but, this is just semantics 
and I agree with you.


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