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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  • 3 Have read
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 Tom Morris
February 14, 2026 | 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)
  • 59 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 Data mining Bioinformatics Machine learning Inference Forecasting Computational intelligence Methodology Electronic data processing Supervised learning (machine learning) Biology--data processing Statistics as topic Computational biology Mathematical computing Q325.75 .h37 2009 006.3'1 22 Intelligence (ai) & semantics Machine theory Logic Future studies General Professional, career & trade -> computer science -> intelligence (ai) & semantics Professional, career & trade -> computer science -> database management Professional, career & trade -> computer science -> machine theory Social sciences -> philosophy -> logic & critical reasoning Social sciences -> social sciences -> future studies Mathematics & statistics -> mathematics -> probability Professional, career & trade -> computer science -> special topics Scm27004 Sci18030 Scs11001 Suco11649 Sci23050 Scl17004 Sci21017 Biological sciences & nutrition -> biology -> life sciences general Professional, career & trade -> computer science -> computer science Sci21000 2970 3820 2923 3921 2912
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
2009, Springer-Verlag New York
electronic resource : in English
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: Data Mining, Inference, and Prediction, Second Edition
Nov 01, 2008, Springer
paperback
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
2001, 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

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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

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