Continuous and Random Vapnik-Chervonenkis Classes

preprint2008arXivOpen access

Abstract

We show that if TT is a dependent theory then so is its Keisler randomisation TRT^R. In order to do this we generalise the notion of a Vapnik-Chervonenkis class to families of [0,1][0,1]-valued functions (a \emph{continuous} Vapnik-Chervonenkis class), and we characterise families of functions having this property via the growth rate of the mean width of an associated family of convex compacts.

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