The elements of statistical learning : (Record no. 700472)
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000 -LEADER | |
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fixed length control field | 00920cam a22002775a 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780387848570 (hardcover : alk. paper) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780387848587 (electronic) |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.31 |
100 1# - MAIN ENTRY--AUTHOR NAME | |
Personal name | Hastie, Trevor. |
245 14 - TITLE STATEMENT | |
Title | The elements of statistical learning : |
Sub Title | data mining, inference, and prediction / |
Statement of responsibility, etc | Trevor Hastie, Robert Tibshirani, Jerome Friedman. |
250 ## - EDITION STATEMENT | |
Edition statement | 2nd ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication | New York, NY : |
Name of publisher | Springer, |
Year of publication | c2009. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | xxii, 745 p. : |
Other physical details | ill. (some col.) ; |
490 0# - SERIES STATEMENT | |
Series statement | Springer series in statistics, |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc | Includes bibliographical references (p. [699]-727) and indexes. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Machine learning. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Statistics |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Data mining. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Bioinformatics. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Inference. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Forecasting. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Computational intelligence. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Tibshirani, Robert. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Friedman, J. H. |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Book |
Withdrawn status | Lost status | Damaged status | Not for loan | Home Library | Current Location | Date acquired | Full call number | Accession Number | Price effective from | Koha item type |
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Dept. of Optoelectronics | Dept. of Optoelectronics | 12/10/2023 | 006.31 HAS/T | DOP3653 | 12/10/2023 | Book |