Github user debasish83 commented on the pull request:

    https://github.com/apache/spark/pull/3098#issuecomment-88291470
  
    @mengxr I also added 2 test-cases for batch predict APIs. These features 
are useful if users are interested in computing MAP measures...Let me know if I 
move the function computeRankingMetrics and computeRMSE to the companion class 
of ml.recommendation.ALS ? Currently both of them are in examples...


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