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dc.contributor.authorZenobi, Gabriele
dc.date.accessioned2008-01-04T10:57:47Z
dc.date.available2008-01-04T10:57:47Z
dc.date.issued1999-12
dc.identifier.citationZenobi, Gabriele. 'A detailed derivation of the relationship between generalization error and ambiguity in regression ensembles'. - Dublin, Trinity College Dublin, Department of Computer Science, TCD-CS-1999-76, 1999, pp4en
dc.identifier.otherTCD-CS-1999-76
dc.identifier.urihttp://hdl.handle.net/2262/13040
dc.description.abstractIn this technical report we will show the complete sequence of steps for the derivation of the equation of the Ensemble-Error E = E - A , introduced in the paper by Krogh and Vedelsby [1], that describes the error E of an ensemble of networks related to the average error E of the single network and the Ambiguity A of the ensemble, which in turn is a measure of the ?disagreement? among the networks.en
dc.format.extent17450 bytes
dc.format.mimetypeapplication/pdf
dc.language.isoenen
dc.publisherTrinity College Dublin, Department of Computer Scienceen
dc.relation.ispartofseriesComputer Science Technical Reporten
dc.relation.ispartofseriesTCD-CS-1999-76en
dc.relation.haspartTCD-CS-[no.]en
dc.subjectComputer Scienceen
dc.titleA detailed derivation of the relationship between generalization error and ambiguity in regression ensemblesen
dc.typeTechnical Reporten
dc.identifier.rssurihttps://www.cs.tcd.ie/publications/tech-reports/reports.99/TCD-CS-1999-76.pdf


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