Capacity of a family of decision rools in learning to pattern recognition
Izvestiya Instituta Matematiki i Informatiki Udmurtskogo Gosudarstvennogo Universiteta, no. 2 (2006), pp. 61-64
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A notion of the capacity of a family of decision rools is inspected. The bounded capacity provides convergence of the frequency of errors to the probability of errors. Some estimates of capacity for the families of linear and non-linear decision rools are given.
@article{IIMI_2006_2_a13,
author = {A. G. Itskov},
title = {Capacity of a family of decision rools in learning to pattern recognition},
journal = {Izvestiya Instituta Matematiki i Informatiki Udmurtskogo Gosudarstvennogo Universiteta},
pages = {61--64},
year = {2006},
number = {2},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/IIMI_2006_2_a13/}
}
TY - JOUR AU - A. G. Itskov TI - Capacity of a family of decision rools in learning to pattern recognition JO - Izvestiya Instituta Matematiki i Informatiki Udmurtskogo Gosudarstvennogo Universiteta PY - 2006 SP - 61 EP - 64 IS - 2 UR - http://geodesic.mathdoc.fr/item/IIMI_2006_2_a13/ LA - ru ID - IIMI_2006_2_a13 ER -
%0 Journal Article %A A. G. Itskov %T Capacity of a family of decision rools in learning to pattern recognition %J Izvestiya Instituta Matematiki i Informatiki Udmurtskogo Gosudarstvennogo Universiteta %D 2006 %P 61-64 %N 2 %U http://geodesic.mathdoc.fr/item/IIMI_2006_2_a13/ %G ru %F IIMI_2006_2_a13
A. G. Itskov. Capacity of a family of decision rools in learning to pattern recognition. Izvestiya Instituta Matematiki i Informatiki Udmurtskogo Gosudarstvennogo Universiteta, no. 2 (2006), pp. 61-64. http://geodesic.mathdoc.fr/item/IIMI_2006_2_a13/