From a practical point of view in software application (real scenario) for the algorithms we also do not have the assurance that all documents given as examples of an author, have actually been written by the author in question.
one of the principal evaluation labs for the dissemination, experimentation and collaboration in the development of methods for the authorship analysis is found in the PAN 1 lab associated to CLEF.