Github user srowen commented on the pull request:
https://github.com/apache/spark/pull/3098#issuecomment-89728639
@debasish83 do you mean RMSE? it is well-defined but not very useful. MAP
is the useful metric. I think that only a rank-dependent metric makes sense.
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