  It is shown for classical and quantum ensembles that there is a unique
quantity which has the properties of a "volume". This quantity is a function of
the ensemble entropy, and hence provides a geometric interpretation for the
latter. It further provides a geometric picture for deriving and unifying a
number of results in classical and quantum information theory, and for
discussing entropic uncertainty relations.
