Data Mining and Metrics on Data Sets

  • Authors:

  • Karl-Ernst Biebler;Michael Wodny;Bernd Jager

  • Affiliations:

  • Ernst-Moritz-Arndt-University, Greifswald, Germany;Ernst-Moritz-Arndt-University, Greifswald, Germany;Ernst-Moritz-Arndt-University, Greifswald, Germany

  • Venue:
  • CIMCA '05 Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce Vol-1 (CIMCA-IAWTIC'06) - Volume 01
  • Year:
  • 2005

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Abstract

One needs suitable metrics for topologically based methods of the data analysis. Examples of distances and metrics are given. A general method for the generation of metrics is developed. Its usefulness is demonstrated in support of classification methods for mixed type data.