DocumentCode :
923639
Title :
On the continuity of the error distortion function for multiple-hypothesis decisions (Corresp.)
Author :
Farago, T. ; Gyorfi, Laszlo
Volume :
21
Issue :
4
fYear :
1975
fDate :
7/1/1975 12:00:00 AM
Firstpage :
458
Lastpage :
460
Abstract :
Analogously to the rate distortion function, the error distortion function is defined for a multiple-hypothesis decision problem. The error distortion function e(d) is defined as the supremum of the Bayes\´ error probability for transformed observations for which the average distortion is less than d (d \\geq O) The main result is that the function e(d) is continuous at O.
Keywords :
Bayes procedures; Decision procedures; Distortion measurement; Electrons; Error probability; Extraterrestrial measurements; Feature extraction; Nonlinear distortion; Q measurement; Random variables; Rate-distortion; Upper bound;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1975.1055412
Filename :
1055412
Link To Document :
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