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 ...
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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. This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorisation, and spectral clustering. There is also a chapter on methods for "wide'' data (p bigger than n), including multiple testing and false discovery rates.
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Add this copy of The Elements of Statistical Learning: Data Mining, to cart. $49.90, new condition, Sold by Equilibrium Worldbooks rated 5.0 out of 5 stars, ships from South Pasadena, CA, UNITED STATES, published 2009 by Springer.
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New in new dust jacket. Sewn binding. Cloth over boards. 745 p. Contains: Illustrations, black & white. Springer Series in Statistics. Audience: General/trade. Please double check the textbook description: Express shipping takes 3-5 days with free tracking number! Brand New Paperback International edition textbook, 2nd edition. Different ISBN number and book cover design. The content is exactly same as original US edition. The book printed in Black/White, the book cover may contain the foreign words and the restriction sale disclaimer.
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New in new dust jacket. Sewn binding. Cloth over boards. 745 p. Contains: Illustrations, black & white, Illustrations, color. Springer Series in Statistics. Audience: General/trade. This book is the international edition in mint condition with the different ISBN and book cover design, the major content is printed in full English as same as the original North American edition. All shipments contain tracking numbers. Great professional textbook selling experience and expedite shipping service.
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New in new dust jacket. Sewn binding. Cloth over boards. 745 p. Contains: Illustrations, black & white. Springer Series in Statistics. Audience: General/trade. ***INTERNATIONAL EDITION*** Read carefully before purchase: This book is the international edition in mint condition with the different ISBN and book cover design, the major content is printed in full English as same as the original North American edition. The book printed in black and white, generally send in twenty-four hours after the order confirmed. All shipments contain tracking numbers. Great professional textbook selling experience and expedite shipping service.
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New. Sewn binding. Cloth over boards. 745 p. Contains: Illustrations, black & white, Illustrations, color. Springer Statistics. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
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