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Classification and Regression Trees

Language EnglishEnglish
Book Paperback
Book Classification and Regression Trees L. Breiman
Libristo code: 04068414
Publishers Taylor & Francis Ltd, January 1984
The methodology used to construct tree structured rules is the focus of this monograph. Unlike many... Full description
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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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About the book

Full name Classification and Regression Trees
Author L. Breiman
Language English
Binding Book - Paperback
Date of issue 1984
Number of pages 368
EAN 9780412048418
ISBN 0412048418
Libristo code 04068414
Publishers Taylor & Francis Ltd
Weight 542
Dimensions 227 x 165 x 21

Categories

Mathematics & Science > Mathematics > Probability & statistics
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