Github user facaiy commented on the issue:

    https://github.com/apache/spark/pull/17503
  
    I have the same question with you. I guess that Impurity info is useful to 
debug and analysis tree model. However, as tree is grown from root to leaf when 
training, hence it seems needless to merge its sons.


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