Github user jkbradley commented on the pull request: https://github.com/apache/spark/pull/2607#issuecomment-58231643 @manishamde About the 2 caching options, I agree with your decision to do (1) first. It would be nice to try (2) later on (another PR?), but I don't think it is too high-priority. Perhaps we can eventually have learning algs provide convertDatasetToInternalFormat() and predictUsingInternalFormat() methods (with less verbose names), once the standard API is in place.
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