Github user srowen commented on the issue:

    https://github.com/apache/spark/pull/13440
  
    I've not seen chi squared used as a split statistic; when is it 
theoretically better than entropy? Or something a bit more fundamental like KL 
divergence? It makes some sense but does require some assumption about the data


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