Established in 2005 under support of MŠMT ČR (project 1M0572)

Publications

On relations between informations, entropies and Bayesian decisions.

Typ:
Conference paper
Authors:
Vajda I., Zvárová J.
Proceedings name:
Proc. of Prague Stochastics 2006, Marie Hušková and Martin Janžura (eds.).
Publisher:
Matfzypress
Serie:
Praha
Year:
2006
Pages:
709-718
ISBN:
80-86732-75-4
Keywords:
generalized informations and entropies, Shannon information
attachment1:
Anotation:
A class of power entropies is introduced which are concave functions of distributions for positive powers and convex for negative powers. It is shown that the maximal generalized informations are often convex power entropies. The quadratic power entropy is shown to estimate more precisely the Bayes errors than the Shannon entropy.
 
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