Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/3951#issuecomment-69244127
  
    @kazk1018  It would be nice to support some of the key parameters from 
BoostingStrategy and tree.Strategy:
    ```
    loss
    numIterations
    learningRate
    maxDepth
    categoricalFeaturesInfo
    ```
    Would you mind adding those?
    
    Also, could you please add a unit test to mllib/tests.py?  Thank you!


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