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. $53.88, good condition, Sold by HPB-Red rated 5.0 out of 5 stars, ships from Dallas, TX, UNITED STATES, published 2016 by Springer.
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Add this copy of The Elements of Statistical Learning: Data Mining, to cart. $48.58, fair condition, Sold by Goodwill Indust. of San Diego rated 5.0 out of 5 stars, ships from San Diego, CA, UNITED STATES, published 2009 by Springer.
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Fair. Highlighting / underlining. The text remains readable. Discoloration on cover or page edges. Creases on cover, spine, or pages; book does not lay completely flat. The book has obvious wear, but its integrity is intact. A readable copy only. Used books should not be expected to come with working access codes or bundled media. Please ask to verify before purchase.
Add this copy of The Elements of Statistical Learning: Data Mining, to cart. $52.80, good condition, Sold by BayStateBooks rated 4.0 out of 5 stars, ships from North Smithfield, RI, UNITED STATES, published 2009 by Springer.
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The book is in good condition with all pages and cover intact including the dust jacket if originally issued. The spine may show light wear. Pages may contain some notes or highlighting and there might be a From the library of label. Boxed set packaging shrink wrap or included media like CDs may be missing.
Add this copy of The Elements of Statistical Learning: Data Mining, to cart. $54.38, like new condition, Sold by Academic Book Solutions rated 5.0 out of 5 stars, ships from Medford, NY, UNITED STATES, published 2009 by Springer.
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Used-Like New. Pages are New and Unused, Front or Back cover is damaged-torn, wrinkled or dented., Used Like New, no missing pages, no damage to binding, may have a remainder mark.
Add this copy of The Elements of Statistical Learning: Data Mining, to cart. $54.41, good condition, Sold by Warriors SG rated 5.0 out of 5 stars, ships from Somerset, NJ, UNITED STATES, published 2009 by Springer.
