Converting ML Azure random forest to Python - what is "Number of random splits per node"?

Question

I want to convert a random forest model from ML Azure to Python (using SKlearn.ensemble.RandomForestRegressor. However there is a hyperparameter called "Number of random splits per node". There is no equivalent in SKlearn's random forest implementation.

Do you have any idea what it might refer to in SKlearn's random forest?

score 2 · Answer 1 · answered Jul 03 '18 at 12:37

2

From the Notes section in your link above: "The features are always randomly permuted at each split."

So using the max_features parameter should be analogous to "number of random splits per node".

answered Jul 03 '18 at 12:37

bradS

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Converting ML Azure random forest to Python - what is "Number of random splits per node"?

1 Answers1