Chapter 17. Bayesian Decision Trees
- Edwin Diday2,
- Monique Noirhomme-Fraiture3
Published Online: 28 JAN 2008
DOI: 10.1002/9780470723562.ch17
Copyright © 2008 John Wiley & Sons, Ltd
Book Title
Symbolic Data Analysis and the SODAS Software
Additional Information
How to Cite
Rasson, J.-P., Lallemand, P. and Adans, S. (2008) Bayesian Decision Trees, in Symbolic Data Analysis and the SODAS Software (eds E. Diday and M. Noirhomme-Fraiture), John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9780470723562.ch17
Editor Information
- 2
Université Paris IX-Dauphine, LISE-CEREMADE, Place du Marechal de Lattre de Tassigny, Paris Cedex 16, France F-75775
- 3
Facultés Universitaires Notre-Dame de la Paix, Faculté d'Informatique, Rue Grandgagnage, 21, Namur, Belgium, B-5000
Publication History
- Published Online: 28 JAN 2008
- Published Print: 18 JAN 2007
ISBN Information
Print ISBN: 9780470018835
Online ISBN: 9780470723562
- Summary
- Chapter
Keywords:
- work in a monothetic fashion;
- recursive partition procedure;
- dichotomous hierarchy of classes;
- bootstrap methods;
- smoothing parameter;
- discriminant decision procedure;
- Bayesian decision tree;
- recursive algorithm;
- kernel estimator;
- recursive algorithm
Summary
This chapter contains sections titled:
Introduction
The underlying population and variables
Creation of the decision tree
Decision rule and discriminant analysis
Example
References