Decision trees and flow graphs

  • Authors:
  • Zdzisław Pawlak

  • Affiliations:
  • Institute for Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland

  • Venue:
  • RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
  • Year:
  • 2006

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Abstract

We consider association of decision trees and flow graphs, resulting in a new method of decision rule generation from data, and giving a better insight in data structure. The introduced flow graphs can also give a new look at the conception of probability. We show that in some cases the conception of probability can be eliminated and replaced by a study of deterministic flows in a flow network.