Report location of minimum of GP rather than best parameters evaluated?

[JohnReid]

For a noisy objective function would it be possible for spearmint to report the parameters which the GP believes are best rather than (or as well as) the parameters that gave the best evaluation? If the noise is significant (or heavy tailed) this could be in some random location far from the true best parameters.