Optimal Exponential Bounds on the Accuracy of Classification

Gerard Kerkyacharian, Alexandre Tsybakov, Vladimir Templyakov (), Dominique Picard and Vladimir Koltchinskii
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Gerard Kerkyacharian: Université Paris-Diderot
Alexandre Tsybakov: CREST
Vladimir Templyakov: University of South Carolina
Dominique Picard: Université Paris-Diderot
Vladimir Koltchinskii: Georgia Institute of Technology

No 2013-39, Working Papers from Center for Research in Economics and Statistics

Keywords: statistical learning; classification; fast rates; optimal rate of convergence; excess risk; margin condition; Bahadur efficiency (search for similar items in EconPapers)
Pages: 27
Date: 2013-11
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