Regular Papers

Machine Learning: ECML-94

Volume 784 of the series Lecture Notes in Computer Science pp 231-241

Date:

Averaging over decision stumps

  • Jonathan J. OliverAffiliated withDepartment of Statistics, Open University
  • , David HandAffiliated withDepartment of Statistics, Open University

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Abstract

In this paper, we examine a minimum encoding approach to the inference of decision stumps. We then examine averaging over decision stumps as a method of generating probability estimates at the leaves of decision trees.