Github user jkbradley commented on the pull request:
https://github.com/apache/spark/pull/5988#issuecomment-100361169
That seed is set to a new random number on each call, so you'll use a
different seed every time you run RandomForest. Please pass a seed to
reservoirSampleAndCount, where you generate that seed via rng.nextLong.
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