DocumentCode
909723
Title
Asymptotic probability of error using two decision-directed estimators for two unknown mean vectors (Corresp.)
Author
Patrick, E. ; Costello, J.
Volume
14
Issue
1
fYear
1968
fDate
1/1/1968 12:00:00 AM
Firstpage
160
Lastpage
162
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;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.1968.1054074
Filename
1054074
Link To Document