Github user BaiGang commented on the pull request:

    https://github.com/apache/spark/pull/1104#issuecomment-46393686
  
    @dbtsai Thanks for looking into this PR. I've updated the code, removing 
the unnecessary type specifications for the vars in class LBFGS. 
    
    Also I have a question. If I externally (outside mllib) make uses of LBFGS, 
should I use the object method LBFGS.runLBFGS(.) or create an instance of class 
LBFGS and run the optimize(.) method? Which one of the is the supposed proper 
usage of the LBFGS optimizer? As for the tests, I think we should just test 
against that usage.


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