Classification and Regression Trees pdf epub mobi txt 电子书下载 2025

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出版者:Chapman and Hall/CRC

作者:Leo Breiman

出品人:

页数:368

译者:

出版时间:1984-01-01

价格:USD 83.95

装帧:Paperback

isbn号码:9780412048418

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机器学习
决策树
统计
Leo_Breiman
統計學
数据科学
Gini准则
美國

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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.