Github user MLnick commented on the pull request:

    https://github.com/apache/spark/pull/3536#issuecomment-98969251
  
    Not sure I follow completely - do you mean you compared cosine sim between 
raw (ie "rating") item vectors, and cosine sim computed from item factor 
vectors? I would imagine they would be quite different...
    
    I always just use factor vectors


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