The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition
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
Product details
- Publisher : Springer; 2nd ed. 2009, Corr. 9th printing 2017 edition (9 Feb. 2009)
- Language : English
- Hardcover : 767 pages
- ISBN-10 : 0387848576
- ISBN-13 : 978-0387848570
- Reading age : 10 years and up
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