An edition of The Elements of Statistical Learning (2001)

Elements of Statistical Learning

Data Mining, Inference, and Prediction

by , , and

  • ★★★★ 4.3 (3 ratings)
  • 28 Want to read
  • 3 Have read
Elements of Statistical Learning
Trevor Hastie, Robert Tibshira ...
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  • ★★★★ 4.3 (3 ratings)
  • 28 Want to read
  • 3 Have read
Notes

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Last edited by loopkid
May 16, 2023 | History
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An edition of The Elements of Statistical Learning (2001)

Elements of Statistical Learning

Data Mining, Inference, and Prediction

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 London, Limited
Language
English

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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
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

Classifications

Library of Congress
QA276-280

The Physical Object

Pagination
xvi, 536

Edition Identifiers

Open Library
OL37233326M
ISBN 13
9780387216065

Work Identifiers

Work ID
OL4147338W

Source records

Better World Books record
Harvard University record

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
May 16, 2023 Edited by loopkid Corrected capitalization and authors
December 8, 2022 Edited by MARC Bot import existing book
February 27, 2022 Created by ImportBot Imported from Better World Books record