Classification and Regression Trees

Olshen R.A. Stone Charles J. Friedman Jerome Breiman Leo

ISBN 10: 0412048418 / ISBN 13: 9780412048418

Edité par Springer, 1984

A propos de cet article

pp. 368.

N° de réf. du vendeur 18534227

Détails bibliographiques

• Titre: Classification and Regression Trees
• Éditeur: Springer
• Date de parution: 1984
• Langue: anglais
• ISBN à 10 chiffres: 0412048418
• ISBN à 13 chiffres: 9780412048418
• Reliure: Couverture souple
• État de l'article: New

A propos de ce titre

Synopsis

The methodology used to construct tree structured rules is the focus of this monograph. Unlike many other statistical procedures, which moved from pencil and paper to calculators, this text's use of trees was unthinkable before computers. Both the practical and theoretical sides have been developed in the authors' study of tree methods. Classification and Regression Trees reflects these two sides, covering the use of trees as a data analysis method, and in a more mathematical framework, proving some of their fundamental properties. Topics covered include an introduction to tree classification, right sized trees and honest estimates, splitting rules, and mass spectra classification.

À propos de l?auteur

Breiman, Leo