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Elements of Statistical Learning: Data Mining, Inference, and Prediction (Record no. 10095)

MARC details
000 -LEADER
fixed length control field 01218nam a22002057a 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251129104952.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 251129b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780387848570
040 ## - CATALOGING SOURCE
Transcribing agency SoET Library
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31 HAS
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Hastie,Trevor
9 (RLIN) 2891
245 ## - TITLE STATEMENT
Title Elements of Statistical Learning: Data Mining, Inference, and Prediction
250 ## - EDITION STATEMENT
Edition statement 2
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. New York:
Name of publisher, distributor, etc. Springer,
Date of publication, distribution, etc. 2009.
300 ## - PHYSICAL DESCRIPTION
Extent xxii, ill., 745 p.
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Springer Series in Statistics
9 (RLIN) 2892
520 ## - SUMMARY, ETC.
Summary, etc. This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing 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 colour graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book.<br/><br/>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
Holdings
Date last seen Total Checkouts Full call number Barcode Price effective from Koha item type Lost status Source of classification or shelving scheme Damaged status Not for loan Withdrawn status Home library Current library Date acquired
2025-11-29   006.31 HAS 008656 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008657 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008658 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008659 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008660 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008661 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008662 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008663 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008664 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008665 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008666 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008667 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008668 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008669 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
2025-11-29   006.31 HAS 008670 2025-11-29 Books   Dewey Decimal Classification       School of Engineering and Technology School of Engineering and Technology 2025-11-29
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