Github user jkbradley commented on the pull request: https://github.com/apache/spark/pull/2435#issuecomment-55976349 For naming, scikit-learn uses "max_features" instead of "featureSubsetStrategy". Both of those are a little vague. I'm wondering if the name should be changed to "maxFeaturesPerNode"
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