An edition of The Elements of Statistical Learning (2001)

The elements of statistical learning

data mining, inference, and prediction

by , , and

  • ★★★★ 4.3 (3 ratings)
  • 25 Want to read
  • 3 Have read
The elements of statistical learning
Trevor Hastie, Robert Tibshira ...
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  • ★★★★ 4.3 (3 ratings)
  • 25 Want to read
  • 3 Have read
Notes

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Last edited by IdentifierBot
August 19, 2010 | History
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An edition of The Elements of Statistical Learning (2001)

The elements of statistical learning

data mining, inference, and prediction

by , , and

  • ★★★★ 4.3 (3 ratings)
  • 25 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
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 and index.

Published in
New York, London
Series
Springer series in statistics

Classifications

Dewey Decimal Class
006.3/1

The Physical Object

Pagination
xvi, 533 p. :
Number of pages
533

Edition Identifiers

Open Library
OL22084728M
ISBN 10
0387952845
LibraryThing
90490
Goodreads
148009

Work Identifiers

Work ID
OL4147338W

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
August 19, 2010 Edited by IdentifierBot added LibraryThing ID
April 16, 2010 Edited by bgimpertBot Added goodreads ID.
December 15, 2009 Edited by WorkBot link works
November 6, 2008 Created by ImportBot Imported from Talis record