Title :
Density-free Bayes risk consistency of nonparametric pattern recognition procedures
Author :
Greblicki, Wlodzimierz ; Rutkowski, Leszek
Author_Institution :
Technical University of Wrocław, Wrocław, Poland
fDate :
4/1/1981 12:00:00 AM
Abstract :
Pattern recognition procedures based on the Cesaro mean of orthogonal series are presented and their Bayes risk consistency is established. No restrictions are put on the class conditional densities.
Keywords :
Cybernetics; Estimation theory; H infinity control; Kernel; Pattern recognition; Polynomials; Random variables;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/PROC.1981.12002
