Github user holdenk commented on the issue: https://github.com/apache/spark/pull/15881 Thanks for taking this on :) I did a quick skim and these all look pretty reasonable (in some cases we are directly calling an old mllib algorithm which would do the validation at training time and the values seem to line up).
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