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Different Subspace Classification

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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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Karsten Luebke, Gero Szepannek

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Adapt according to the presented license agreement and reference the original author.