REGRESSION ESTIMATOR OF EQUATION OF SEPARATING SURFACE IN TWO-ALTERNATIVE PROBLEM OF PATTERN RECOGNITION
The article investigates quantitative dependence of approximation properties of the regression estimator of the separating surface equation in a two-alternative problem of pattern recognition from discretization technique of a random value in classes.
Keywords: equation of separating surface, pattern recognition, regression estimator, asymptotic properties, discretization techniques