The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, J H Friedman
Springer series in statistics.
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ntt-http:--elib.ntt.edu.vn-Opac-DmdInfo.aspx?dmd_id=211452020-06-15The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, J H FriedmanHastie, Trevor Friedman, J H Tibshiran, Robert Statistics.Electronic data processing.Supervised learning (Machine learning)Khoa Cơ khí - Điện - Điện tử - Ô tô Springer series in statistics. "During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas 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 color graphics."SpringerSpringer, Friedman, J H Tibshiran, Robert Friedman, J H Tibshiran, Robert 2009texthttp://elib.ntt.edu.vn/documentdata01/2 tailieuthamkhao/000 tinhocthongtin/anhbiasach/21145_theelementsofstatisticallearnithumbimage.jpg9780387848570http://elib.ntt.edu.vn/Opac/DmdInfo.aspx?dmd_id=21145ang Springer series in statistics.http://elib.ntt.edu.vn/documentdata01/2 tailieuthamkhao/000 tinhocthongtin/anhbiasach/21145_theelementsofstatisticallearnithumbimage.jpg |
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Trường Đại học - Nguyễn Tất Thành |
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ang |
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Statistics. Electronic data processing. Supervised learning (Machine learning) Khoa Cơ khí - Điện - Điện tử - Ô tô |
| spellingShingle |
Statistics. Electronic data processing. Supervised learning (Machine learning) Khoa Cơ khí - Điện - Điện tử - Ô tô Hastie, Trevor Friedman, J H Tibshiran, Robert The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, J H Friedman |
| description |
Springer series in statistics. |
| author2 |
Friedman, J H |
| author_facet |
Friedman, J H Hastie, Trevor Friedman, J H Tibshiran, Robert |
| format |
text |
| author |
Hastie, Trevor Friedman, J H Tibshiran, Robert |
| author_sort |
Hastie, Trevor |
| title |
The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, J H Friedman |
| title_short |
The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, J H Friedman |
| title_full |
The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, J H Friedman |
| title_fullStr |
The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, J H Friedman |
| title_full_unstemmed |
The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, J H Friedman |
| title_sort |
elements of statistical learning : data mining, inference, and prediction / trevor hastie, robert tibshirani, j h friedman |
| publisher |
Springer, |
| url |
http://elib.ntt.edu.vn/documentdata01/2 tailieuthamkhao/000 tinhocthongtin/anhbiasach/21145_theelementsofstatisticallearnithumbimage.jpg http://elib.ntt.edu.vn/Opac/DmdInfo.aspx?dmd_id=21145 |
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