 Assume that these two measures have prior probabilities 0.5 each of being the true law of "X".Assume now that we are given "one" single sample distributed according to the law of "X" and that we are then asked to guess which one of the two distributions describes that law.The quantity

then provides a sharp upper bound on the prior probability that our guess will be correct.