Classification and regression trees

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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 devel...

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Detalles Bibliográficos
Autores principales: Breiman, Leo, Friedman, Jerome H, Olshen, Richard A, Stone, Charles J
Lenguaje:eng
Publicado: Wadsworth & Brooks/Cole Advanced Books & Software 1984
Materias:
Mathematical Physics and Mathematics
Acceso en línea:http://cds.cern.ch/record/2253780
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author Breiman, Leo
Friedman, Jerome H
Olshen, Richard A
Stone, Charles J
author_facet Breiman, Leo
Friedman, Jerome H
Olshen, Richard A
Stone, Charles J
author_sort Breiman, Leo
collection CERN
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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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 1984
publisher Wadsworth & Brooks/Cole Advanced Books & Software
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spelling cern-22537802021-04-21T19:19:35Zhttp://cds.cern.ch/record/2253780engBreiman, LeoFriedman, Jerome HOlshen, Richard AStone, Charles JClassification and regression treesMathematical Physics and MathematicsThe 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.Wadsworth & Brooks/Cole Advanced Books & Softwareoai:cds.cern.ch:22537801984
spellingShingle Mathematical Physics and Mathematics
Breiman, Leo
Friedman, Jerome H
Olshen, Richard A
Stone, Charles J
Classification and regression trees
title Classification and regression trees
title_full Classification and regression trees
title_fullStr Classification and regression trees
title_full_unstemmed Classification and regression trees
title_short Classification and regression trees
title_sort classification and regression trees
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/2253780
work_keys_str_mv AT breimanleo classificationandregressiontrees
AT friedmanjeromeh classificationandregressiontrees
AT olshenricharda classificationandregressiontrees
AT stonecharlesj classificationandregressiontrees

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