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. $29.90, fair condition, Sold by CQ Sales rated 4.0 out of 5 stars, ships from Woodbridge, VA, UNITED STATES, published 2016 by Springer.
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Add this copy of The Elements of Statistical Learning: Data Mining, to cart. $33.29, 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. $33.33, 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. $33.44, 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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Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority!
Add this copy of The Elements of Statistical Learning: Data Mining, to cart. $37.36, 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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Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority!
Add this copy of The Elements of Statistical Learning: Data Mining, to cart. $47.69, good condition, Sold by BookDrop rated 4.0 out of 5 stars, ships from Phoenix, AZ, UNITED STATES, published 2016 by Springer.
Add this copy of The Elements of Statistical Learning: Data Mining, to cart. $61.44, good condition, Sold by BookDrop rated 4.0 out of 5 stars, ships from Phoenix, AZ, UNITED STATES, published 2016 by Springer.
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