srowen commented on issue #14456:
URL: https://github.com/apache/spark/pull/14456#issuecomment-618537509


   Oh, you're printing from the training summary. That's RMSE on the training 
set. The eval metric is the (average of) RMSE on the held-out folds. The result 
makes sense.


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