Classification and regression trees / Leo Breiman ... [and others]

By:

Breiman, Leo

Material type: Text

TextPublisher: Boca Raton, Fla. : Chapman and Hall/CRC, 1998Description: x, 358 pages : illustrations ; 24 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9781315139470
9781315139470

Subject(s):

DDC classification:

519.536 BRE 1998

Summary: 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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Holdings
Item type	Current library	Call number	Status	Date due	Barcode
Book	Symbiosis International University, Dubai	519.536 BRE 1998 (Browse shelf(Opens below))	Available		SIU00059

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"First CRC Press reprint 1998."--T.p. verso

Includes bibliographical references (pages 342-346) and indexes

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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