The convergent method of constructing polynomial discriminant functions for pattern recognition

摘要

The methodology of defining polynomial discriminant functions in a constructive way is presented. Discriminant functions should be defined in such a way that they fulfil assumptions of Bernstein's theorem. It allows us both to prove a uniform convergence of the method and to estimate a rate of convergence of the interpolating process.