Github user harsha2010 commented on the pull request:

    https://github.com/apache/spark/pull/7475#issuecomment-126411157
  
    @jkbradley this PR is ready for an initial review. I have added f1 score 
(the weighted f measure) and named it such as it is familiar from scikit learn. 
I'll add a couple of the other dominant metrics as well, I am thinking accuracy 
and kappa similar to what caret package in R provides.
    suggestions on what other metrics are higher priority?


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