Institute of Mathematical Statistics Lecture Notes - Monograph Series

Chapter 4: Support Vector Machines

Full-text: Open access

Abstract

Contents

  • 4.1. How to build them
  • 4.2. Bounds for Support Vector Machines

Chapter information

Source
Olivier Catoni, Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning (Beachwood, Ohio, USA: Institute of Mathematical Statistics, 2007), 131-154

Dates
First available in Project Euclid: 10 January 2008

Permanent link to this document
https://projecteuclid.org/euclid.lnms/1199996418

Digital Object Identifier
doi:10.1214/lnms/1199996418

Rights
Copyright © 2007, Institute of Mathematical Statistics

Citation

Catoni, Olivier. Chapter 4: Support Vector Machines. Pac-Bayesian Supervised Classification, 131--154, Institute of Mathematical Statistics, Beachwood, Ohio, USA, 2007. doi:10.1214/lnms/1199996418. https://projecteuclid.org/euclid.lnms/1199996418


Export citation