Kniha Classification and Regression Trees L. Breiman

Classification and Regression Trees

Autor: L. Breiman
Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
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The methodology used to construct tree structured rules is the focus of this monograph. Unlike many...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
1984
Stránek
368
EAN
9780412048418
ISBN
0412048418
Enbook ID
04068414
Hmotnost
542
Rozměry
227 x 165 x 21

Kompletní popis

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.

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