Classification and Regression Trees - Couverture souple

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

Couverture souple

ISBN 10 : 0412048418 ISBN 13 : 9780412048418

Editeur : Chapman and Hall/CRC, 1984

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.

A propos du livre

À propos de l?auteur

Breiman, Leo

Détails de l'édition

• Éditeur: Chapman and Hall/CRC
• Date d'édition: 1984
• Langue: anglais
• ISBN 10: 0412048418
• ISBN 13: 9780412048418
• Reliure: Broché
• Nombre de pages: 368
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible