Github user avulanov commented on the pull request:

    https://github.com/apache/spark/pull/1270#issuecomment-54978952
  
    @mengxr Thank you for comments! 
    1) I'll do the renaming stuff you suggested. It's worth implementing 
fMeasure with parameter as in `MulticlassMetrics`. 
    2) For a single pass computation, I can aggregate left and right 
intersections and differences per class and per doc (total 6). Did you mean the 
same?
    3)Should we discuss https://github.com/apache/spark/pull/1484 as well?


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