Asymptotic probability of error using two decision-directed estimators for two unknown mean vectors (Corresp.)

Abstract

The asymptotic probability of error for an unsupervised learning system with two unknown mean vectors, which are estimated by "decision-directed" estimators, is investigated. Theoretical solutions are obtained for various class probabilities and signal-to-noise ratios by utilizing a digital computer.