Efficient Splitting Rules Based on the Probabilities of Pre-assigned Intervals

  • Authors:
  • June-Suh Cho;Nabil R. Adam

  • Affiliations:
  • -;-

  • Venue:
  • ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
  • Year:
  • 2001

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Abstract

This paper describes new methods for classification in orderto find an optimal tree. Unlike the current splitting rules that areprovided by searching all threshold values, this paper proposes thesplitting rules that are based on the probabilities of pre-assignedintervals.