Different Subspace Classification

We introduce the idea of Characteristic Regions to solve a classification problem. By identifying regions in which classes are dense (i.e. many observations) and also relevant (for discrimination) we can characterize the different classes. These Characteristic Regions are used to generate a classification rule. The result can be visualized so the user is provided with an insight into data for an easy interpretation.

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Year of publication:	2004
Authors:	Luebke, Karsten ; Szepannek, Gero
Publisher:	Dortmund : Universität Dortmund, Sonderforschungsbereich 475 - Komplexitätsreduktion in Multivariaten Datenstrukturen

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Series:	Technical Report ; 2004,69
Type of publication:	Book / Working Paper
Type of publication (narrower categories):	Working Paper
Language:	English
Other identifiers:	479038643 [GVK] hdl:10419/22582 [Handle] RePEc:zbw:sfb475:200469 [RePEc]
Source:	EconStor

Persistent link: https://www.econbiz.de/10010296653