Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/3735#issuecomment-67553377
  
    LGTM, pending Jenkins.
    
    This kind of test seems pretty fragile anyways.  I guess it provides a 
check for optimization behavior changing underneath, but at some point, it 
might be better to switch to better checks for convergence.  E.g., we could use 
a well-conditioned problem and compare the results after a bunch of iterations 
from different starting points.  The epsilon error allowed could be calculated 
properly based on the convergenceTol + the objective.  Is that too much for 
now?  It could be a JIRA instead.


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