Github user jkbradley commented on the pull request:
https://github.com/apache/spark/pull/3975#issuecomment-70897863
@mengxr I agree that setup is simplest, in that it makes users consciously
handle all re-labeling explicitly. I'm OK with it if we add data validation at
the start of each algorithm (or in a try-except block which then does data
validation when an exception is thrown).
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