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Izvestiya Instituta Matematiki i Informatiki Udmurtskogo Gosudarstvennogo Universiteta, 2006, Issue 2(36), Pages 61–64
(Mi iimi115)
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MATHEMATICS
Capacity of a family of decision rools in learning to pattern recognition
A. G. Itskov Izhevsk State Technical University
Abstract:
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.
Citation:
A. G. Itskov, “Capacity of a family of decision rools in learning to pattern recognition”, Izv. IMI UdGU, 2006, no. 2(36), 61–64
Linking options:
https://www.mathnet.ru/eng/iimi115 https://www.mathnet.ru/eng/iimi/y2006/i2/p61
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Abstract page: | 141 | Full-text PDF : | 80 | References: | 29 |
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