Github user vlad17 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/14547#discussion_r78483990
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/tree/impl/GradientBoostedTrees.scala 
---
    @@ -258,11 +258,13 @@ private[spark] object GradientBoostedTrees extends 
Logging {
         val baseLearnerWeights = new Array[Double](numIterations)
         val loss = boostingStrategy.loss
         val learningRate = boostingStrategy.learningRate
    -    // Prepare strategy for individual trees, which use regression with 
variance impurity.
    +    // Prepare strategy for individual trees, which all use regression.
    +    // TODO(vlad17): Changing the strategy here is confusing (especially 
using regression for
    --- End diff --
    
    done (also elsewhere).


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