Classification and regression trees [ Livre] / Leo, Breiman / Jerome H, Friedman

Auteur principal: Breiman, Léo, 1928?-2005Co-auteur: Friedman, Jerome H;Olshen, Richard A.Langue: Anglais ; de l'oeuvre originale, Anglais.Publication : Boca Raton : Chapman & Hall/CRC, 1993Description : 1 vol. (X-358 p.) ; 24 cmISBN: 9780412048418.Collection: The Wadsworth and Brook-Cole statistics-probability seriesClassification: I Intelligence artificielle, Machine Learning et Data ScienceRésumé: 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..Sujet - Nom commun: Analyse discriminante | Analyse de régression | Algorithmes | Arbres (théorie des graphes) -- Informatique
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ENS Rennes - Bibliothèque
Informatique
I BRE (Browse shelf) Available I Intelligence artificielle, Machine Learning et Data Science 028556

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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