Github user jkbradley commented on the pull request:
https://github.com/apache/spark/pull/3637#issuecomment-72416892
@shivaram In the weakly typed API, fit() will take a DataFrame (containing
attributes info) + Params. In the strongly typed API, train() would take an
RDD[LabeledPoint], separate attributes info, + Params. Since the weakly typed
API takes Params, it would be best not to duplicate the attributes info in the
Params.
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