Data mining tasks and methods: Equation fitting: equation finders

  • Authors:
  • Jan M. Zytkow

  • Affiliations:
  • Professor of Computer Science, University of North Carolina at Charlotte

  • Venue:
  • Handbook of data mining and knowledge discovery
  • Year:
  • 2002

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Abstract

Equation finders discover equations that fit numerical data. We present them in a common framework that captures commonalities of many systems: model forming, fitting and testing, term generation, term coupling, and search control. We then describe testing of equation finders.