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On the generalization of soft margin algorithms

Shawe-Taylor, J; Cristianini, N; (2002) On the generalization of soft margin algorithms. IEEE TRANSACTIONS ON INFORMATION THEORY , 48 (10) pp. 2721-2735. 10.1109/TIT.2002.802647. Green open access

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Type: Article
Title: On the generalization of soft margin algorithms
Location: UNIV CALIF SANTA CRUZ, SANTA CRUZ, CA
Open access status: An open access version is available from UCL Discovery
DOI: 10.1109/TIT.2002.802647
Keywords: Science & Technology, Technology, Computer Science, Information Systems, Engineering, Electrical & Electronic, Computer Science, Engineering, generalization, margin, margin distribution, neural networks, probably approximately correct (pac) learning, ridge regression, soft margin, statistical learning, support vector machines (SVMs), NUMBERS
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/13444
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