VapnikChervonenkis theory

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1	Mathematical Modelling of Generalization Martin Anthony Department of Mathematics, London School of Economics Houghton Street, London WC2A 2AE, UK www.maths.lse.ac.uk/Personal/martin Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2002-09-24 16:32:03 Machine learning Statistical classification Computational learning theory Decision theory Rademacher complexity Stability VC dimension Support vector machine Sample complexity Generalization error VapnikChervonenkis theory