Github user manishamde commented on the pull request:
https://github.com/apache/spark/pull/886#issuecomment-45141375
I added support for sorting categorical feature values using impurity
(gini/entropy) calculated over the corresponding labels in multiclass
classification. This heuristic will only be used when it's not feasible to
check for all the categorical splits in multiclass classification.
cc: @srowen, @etrain
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