Different Subspace Classification
Loading...
Date
2004
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Universität Dortmund
Abstract
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.