Title :
Asymptotic probability of error using two decision-directed estimators for two unknown mean vectors (Corresp.)
Author :
Patrick, E. ; Costello, J.
fDate :
1/1/1968 12:00:00 AM
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.
Keywords :
Decision procedures; Estimation; Learning systems; Pattern classification; Classification algorithms; Computer errors; Covariance matrix; Distribution functions; Equations; Laboratories; Learning systems; Optical wavelength conversion; Signal to noise ratio; Stochastic processes;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.1968.1054074
