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
Institutions:	Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund

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Extent:	application/pdf
Series:	Technical Reports.
Type of publication:	Book / Working Paper
Language:	English
Notes:	Number 2004,69
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10009216974