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

    https://github.com/apache/spark/pull/21465#discussion_r238809091
  
    --- Diff: python/pyspark/ml/regression.py ---
    @@ -650,19 +650,20 @@ def getFeatureSubsetStrategy(self):
             return self.getOrDefault(self.featureSubsetStrategy)
     
     
    -class TreeRegressorParams(Params):
    +class HasVarianceImpurity(Params):
    --- End diff --
    
    This shouldn't be changed, impurity is different for regression and 
classification, so the param needs to be defined in `TreeRegressorParams` and 
`TreeClassifierParams`, as it was already


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