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

    https://github.com/apache/spark/pull/22986#discussion_r233101747
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/tree/treeParams.scala ---
    @@ -538,7 +538,7 @@ private[ml] object GBTClassifierParams {
         Array("logistic").map(_.toLowerCase(Locale.ROOT))
     }
     
    -private[ml] trait GBTClassifierParams extends GBTParams with 
TreeClassifierParams {
    +private[ml] trait GBTClassifierParams extends GBTParams with 
TreeRegressorParams {
    --- End diff --
    
    That's preferable to extending the 'wrong' trait. Hm, can 
TreeClassifierParams not just allow all impurity values? and have 
GBTClassifierParams set it to "variance" in the constructor? that sounds more 
correct. I know you guys have looked into it more but I still wasn't clear why 
this wasn't an option.


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