We consider the situation where observed sample contains some observations whose class of origin is known (that is, they are classified with respect to g underlying classes interest), and remaining in unclassified their labels unknown). For class-conditional distributions taken be up a vector unknown parameters, aim estimate Bayes’ rule allocation for subsequent observations. Estimation on basi...