Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/3769
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dc.contributor.authorPARRONDO, JMR-
dc.contributor.authorVAN DEN BROECK, Christian-
dc.date.accessioned2007-11-29T13:22:01Z-
dc.date.available2007-11-29T13:22:01Z-
dc.date.issued1993-
dc.identifier.citationJOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 26(9). p. 2211-2223-
dc.identifier.issn0305-4470-
dc.identifier.urihttp://hdl.handle.net/1942/3769-
dc.description.abstractWe review the Vapnik and Chervonenkis theorem as applied to the problem of generalization. By combining some of the technical modifications proposed in the literature we derive tighter bounds and a new version of the theorem bounding the accuracy in the estimation of generalization probabilities from finite samples. A critical discussion and comparison with the results from statistical mechanics is given.-
dc.language.isoen-
dc.publisherIOP PUBLISHING LTD-
dc.titleVAPNIK-CHERVONENKIS BOUNDS FOR GENERALIZATION-
dc.typeJournal Contribution-
dc.identifier.epage2223-
dc.identifier.issue9-
dc.identifier.spage2211-
dc.identifier.volume26-
local.format.pages13-
dc.description.notesLIMBURGS UNIV CENTRUM,B-3590 DIEPENBEEK,BELGIUM. UNIV COMPLUTENSE,DEPT FIS APLICADA 1,E-28040 MADRID,SPAIN.PARRONDO, JMR, UNIV CALIF SAN DIEGO,DEPT CHEM,0340,LA JOLLA,CA 92093.-
local.type.refereedRefereed-
local.type.specifiedArticle-
dc.bibliographicCitation.oldjcatA1-
dc.identifier.isiA1993LJ58400016-
item.fullcitationPARRONDO, JMR & VAN DEN BROECK, Christian (1993) VAPNIK-CHERVONENKIS BOUNDS FOR GENERALIZATION. In: JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 26(9). p. 2211-2223.-
item.accessRightsClosed Access-
item.contributorPARRONDO, JMR-
item.contributorVAN DEN BROECK, Christian-
item.fulltextNo Fulltext-
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