Geometry-based ensembles : toward a structural characterization of the classification boundary

This paper introduces a novel binary discriminative learning technique based on the approximation of the nonlinear decision boundary by a piecewise linear smooth additive model. The decision border is geometrically defined by means of the characterizing boundary points-points that belong to the opti...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1998. - 31(2009), 6 vom: 12. Juni, Seite 1140-6
1. Verfasser: Pujol, Oriol (VerfasserIn)
Weitere Verfasser: Masip, David
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2009
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article