Complexity Reference: compref632 (BibTex)

Authors: Lugosi,G Zeger,K

Year: 1996

Title: Concept Learning Using Complexity Regularization

Journal: IEEE Transactions on Information Theory, 42, 48-54

Comments: Describes a technique for minimising the empirical error including a term penalisig the complexity of a class of classifiers. Complexity as the "Vapnil-Chervonenkis" dimension of the class.


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Bruce Edmonds, Centre for Policy Modelling, Manchester Metropolitan University