ENGLISH

Classification and Regression Trees

By Leo Breiman

Book information

Publisher
CRC Press
Year
2017
ISBN
1138469521, 9781138469525
Language
english
Format
PDF
Filesize
7 MB (7750013 bytes)
Edition
Hardcover
Pages
0\384
Time added
2019-06-11 02:42:23

Description

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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