Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/3374#issuecomment-63744703
  
    @manishamde The current impl is attached to trees. Even if we rename it 
back to `GradientBoosting`. it has to live under `mllib.tree` instead of 
`mllib.ensemble`. When we have a generalized boosting implementation in the 
future, we don't rename `GradientBoostedTrees`. Instead, we can add 
`mllib.ensemble.GradientBoosting`, and let `tree.GradientBoostedTrees` extend 
that.


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