Partition dependencies in hierarchies of probabilistic decision tables

  • Authors:

  • Wojciech Ziarko

  • Affiliations:

  • Department of Computer Science, University of Regina, Regina, Saskatchewan, Canada

  • Venue:
  • RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
  • Year:
  • 2006

Quantified Score

Hi-index 0.00

Visualization

Abstract

The article investigates probabilistic dependencies in hierarchies of probabilistic decision tables learned from data. They are expressed by the probabilistic generalization of the Pawlak's measure of the dependency between attributes and the certainty gain measure