On classifying processes

We prove several results concerning classifications, based on successive observations $(X_1,\mathrm{.}\mathrm{.}\mathrm{.},X_n)$ of an unknown stationary and ergodic process, for membership in a given class of processes, such as the class of all finite order Markov chains.