Github user srowen commented on the pull request:

    https://github.com/apache/spark/pull/13356#issuecomment-222132809
  
    While it's almost always true that k should be less than the input 
dimension, it's not nonsensical to run it this way. It could help you choose a 
different, equally large basis for some input. I would not change this.


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