Not really, at that kind of defeats the purpose of learning the tree.
you could built a series of stumps that first only get feature a, then feature b and then feature c.

On 06/30/2015 11:37 PM, Rex wrote:
Given three columns, ["A", "B", "C"], can we specify the order of splitting, so that it firstly split on categories of "A", then "B", and then by others?

Based on on documentation page on DecisionTreeClassifier, there is no such option. Is there any way to work it out?

http://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html





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