In this note we point out an inherent difficulty in numerical identifi
cation of bacteria. The problem is that of uniqueness of the taxonomic
structure or, in mathematical terms, the lack of statistical identifi
ability of finite mixtures of multivariate Bernoulli probability distr
ibutions shown here.