Analysis of asymptotic properties of nonparametric estimate of the equation of the separation surface in a two-alternative problem of pattern recognition
Aleksandr V. Lapko, Vasiliy A. Lapko · Optoelectronics Instrumentation and Data Processing · 2010
Quantitative relations between the approximation properties of nonparametric estimates of the separation-surface equation and the nonuniformity of the distribution of the learning-sample elements between the classes are studied in a two-alternative problem of pattern recognition.