An edition of The Elements of Statistical Learning (2001)

The elements of statistical learning

data mining, inference, and prediction : with 200 full-color illustrations

by , , and

  • ★★★★ 4.3 (3 ratings)
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Cover of: The elements of statistical learning by Trevor Hastie, Robert Tibshirani, Jerome Friedman, Trevor Hastie
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  • ★★★★ 4.3 (3 ratings)
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  • 3 Have read
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Last edited by MARC Bot
May 18, 2025 | History
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An edition of The Elements of Statistical Learning (2001)

The elements of statistical learning

data mining, inference, and prediction : with 200 full-color illustrations

by , , and

  • ★★★★ 4.3 (3 ratings)
  • 28 Want to read
  • 3 Have read

Describes important statistical ideas in machine learning, data mining, and bioinformatics. Covers a broad range, from supervised learning (prediction), to unsupervised learning, including classification trees, neural networks, and support vector machines.

Publish Date
Publisher
Springer
Language
English
Pages
533

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Previews available in: English

Subjects

Supervised learning (Machine learning), Database management, Artificial Intelligence (incl. Robotics), Statistics, Artificial intelligence, Biology, Data processing, Computer science, Mathematical statistics, Computer Appl. in Life Sciences, Probability and Statistics in Computer Science, Statistical Theory and Methods, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences, Computational biology--methods, Statistics as topic--methods, Data interpretation, statistical, Q325.75 .h37 2001, 006.3/1, Computational Biology, Methods, Statistics as Topic, Statistical Data Interpretation
Edition Availability
Cover of: Elements of Statistical Learning
Elements of Statistical Learning: Data Mining, Inference, and Prediction
2013, Springer London, Limited
in English
Cover of: The Elements of Statistical Learning
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition
Nov 01, 2008, Springer
paperback
Cover of: The Elements of Statistical Learning
The Elements of Statistical Learning
2008, Springer
Cover of: The Elements of Statistical Learning
The Elements of Statistical Learning
July 30, 2003, Springer
in English
Cover of: The elements of statistical learning
The elements of statistical learning: data mining, inference, and prediction : with 200 full-color illustrations
2001, Springer
in English
Cover of: The elements of statistical learning
The elements of statistical learning: data mining, inference, and prediction
2001, Springer
in English

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Book Details

Edition Notes

Includes bibliographical references (p. [509]-522) and indexes.

Published in
New York
Series
Springer series in statistics

Classifications

Library of Congress
Q325.75 H37 2001, Q325.75 .F75 2001, Q325.75 .H37 2001

The Physical Object

Pagination
xvi, 533 p. :
Number of pages
533

Edition Identifiers

Open Library
OL15507937M
Internet Archive
elementsstatisti00hast_237
ISBN 10
0387952845
LCCN
2001031433
OCLC/WorldCat
46809224, 51681104
LibraryThing
90490
Goodreads
148009

Work Identifiers

Work ID
OL4147338W

Source records

Western Washington University MARC record
Library of Congress MARC record
Internet Archive item record
Internet Archive item record
Library of Congress MARC record
Internet Archive item record
Promise Item
marc_columbia MARC record
ISBNdb
Harvard University record
Harvard University record

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
May 18, 2025 Edited by MARC Bot import existing book
August 20, 2024 Edited by MARC Bot import existing book
December 19, 2023 Edited by ImportBot import existing book
November 14, 2023 Edited by MARC Bot import existing book
September 20, 2008 Created by ImportBot Imported from Western Washington University MARC record