Github user XD-DENG commented on the pull request: https://github.com/apache/spark/pull/10434#issuecomment-166644803 Hi Owen, thanks for clarification. Sure, understood. I proposed this PR as I was a little bit confused myself given train/test split should be a fundamental step when doing regression. It's okay surely if you only set it for showing metrics evaluating.
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