Github user husseinhazimeh commented on the issue: https://github.com/apache/spark/pull/13980 Thanks @sethah ! I had no idea this existed. As you've mentioned in your comment in PR #8883, exposing the prediction methods to the public API can be handy for ensemble methods, and now there is an extra reason: latency. I'm not sure about the merge conflicts in #8883 but they're probably due to the new unit tests introduced. Do you think new unit tests are needed? The current tests for `transform` are already invoking `predict` internally which can ensure correctness..
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