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The Elements of Statistical Learning: Data Mining, Inference, and Prediction 2nd Edition

The Elements of Statistical Learning: Data Mining, Inference, and Prediction 2nd Edition

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SKU : BB00072
Springer New 978-0387848570 by Jerome Friedman Paperback

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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.

Additional information

ISBN- 13

978-0387848570
ISBN - 10

387848576
Publisher

Springer
Condition

New
Format

Hardcover
Edition

2nd
Dimensions

9.3 x 6 x 1.4 inches
Item Weight

2.65 pounds
Pages

767

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