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.
發表於2024-12-29
Classification and Regression Trees 2024 pdf epub mobi 電子書 下載
圖書標籤: 機器學習 決策樹 統計 Leo_Breiman 統計學 數據科學 Gini準則 美國
Leo Breiman的一篇文章對我影響甚是深遠,Statistical Modeling: The Two Cultures
評分Leo Breiman的一篇文章對我影響甚是深遠,Statistical Modeling: The Two Cultures
評分Leo Breiman的一篇文章對我影響甚是深遠,Statistical Modeling: The Two Cultures
評分Leo Breiman的一篇文章對我影響甚是深遠,Statistical Modeling: The Two Cultures
評分Leo Breiman的一篇文章對我影響甚是深遠,Statistical Modeling: The Two Cultures
Classification and Regression Trees 2024 pdf epub mobi 電子書 下載