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Model-based learning problem taxonomies
Published online by Cambridge University Press: 01 March 1997
Abstract
A fundamental problem with the Clark & Thornton definition of a type-1 problem (requirement 2) is identified. An alternative classical statistical formulation is proposed where a type-1 (learnable) problem corresponds to the case where the learning machine is capable of representing its statistical environment.
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- © 1997 Cambridge University Press