Github user holdenk commented on the pull request:

    https://github.com/apache/spark/pull/9008#issuecomment-209136374
  
    @sethah So to avoid adding any overhead from computing stats for both these 
params one option would be to selectively compute only the stats that are 
required (e.g. if they request `minInstancesPerNode` per node request that and 
if they requeust `min_weight_fraction_leaf` compute the stats needed).


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