Github user sryza commented on the pull request:
https://github.com/apache/spark/pull/6466#issuecomment-106569966
The original rationale for includeFirst=true was to be consistent with
scikit-learn
http://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.OneHotEncoder.html.
You think it's more important to be consistent with those tutorials?
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