Github user manishamde commented on a diff in the pull request:

    https://github.com/apache/spark/pull/3374#discussion_r20628996
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/tree/GradientBoostedTrees.scala ---
    @@ -45,146 +43,92 @@ import org.apache.spark.storage.StorageLevel
      *    but weak hypothesis weights are not computed correctly for LogLoss 
or AbsoluteError.
    --- End diff --
    
    @jkbradley Agree. Having said that, I am not sure whether the algorithm 
predictions are changed or not based upon the loss function in other weak 
learners such as LR. Let's refine this later.


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