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The Elements of Statistical Learning

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This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.

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The Elements of Statistical Learning, Trevor Hastie, Robert Tibshirani, Jerome H. Friedman

Langue
Année de publication
2009
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(souple)
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4,4
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Langue
Anglais
Éditeur
Springer
Publié
2009
Format
souple
Pages
768
ISBN10
0387848843
ISBN13
9780387848846
Séries
Évaluation
4,4 sur 5
Description
This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.