Classification and Regression Trees

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Classification and Regression Trees by Leo Breiman, CRC Press
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Author: Leo Breiman ISBN: 9781351460484
Publisher: CRC Press Publication: October 19, 2017
Imprint: Routledge Language: English
Author: Leo Breiman
ISBN: 9781351460484
Publisher: CRC Press
Publication: October 19, 2017
Imprint: Routledge
Language: English

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.

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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.

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