Download Ebook The Elements of Statistical Learning Data Mining Inference and Prediction Second Edition (Springer Series in Statistics)

[Download Ebook.MoSO] The Elements of Statistical Learning Data Mining Inference and Prediction Second Edition (Springer Series in Statistics)

[Download Ebook.MoSO] The Elements of Statistical Learning Data Mining Inference and Prediction Second Edition (Springer Series in Statistics)

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This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketingin 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 isa 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. Popular Book The Elements of Statistical Learning: Data of Statistical Learning: Data Mining Inference and Prediction Second Edition (Springer Series in Elements of Statistical Learning: Data Mining THE ELEMENTS OF STATISTICAL LEARNING DATA MINING INFERENCE the elements of statistical learning data mining inference and prediction springer series in statistics elements of statistical learning data mining The Elements of Statistical Learning: Data Mining Buy The Elements of Statistical Learning: Data and Prediction Second Edition (Springer Series The Elements of Statistical Learning: Data Mining Inference 9780387848570 - The Elements of Statistical Learning: Data The Elements of Statistical Learning: Data Mining Inference and Prediction Second Edition by Trevor and Prediction Second Edition Springer Series in Elements of Statistical Learning: data mining inference The Elements of Statistical Learning: Data Mining Inference and Prediction Second Edition What's new in the 2nd edition? The Elements of Statistical Learning - Data Mining The Elements of Statistical Learning Data Mining Inference and Prediction Second Edition Series Title Springer Series in Statistics The Elements of Statistical Learning: Data Mining and Prediction Second Edition (Springer Series in of Statistical Learning: Data Mining Inference The Elements of Statistical Learning: Data Mining The Elements of Statistical Learning: Data Mining and Prediction Second Edition (Springer Series The Elements of Statistical Learning: Data Mining Inference Second Edition (Springer Series in The Elements of Statistical Learning: Data Mining The Elements of Statistical Learning: Data Mining Inference and Prediction Second Edition (Springer Series in Statistics) (prediction) to unsupervised learning The Elements of Statistical Learning - Springer Data Mining Inference and Prediction Springer Series in Statistics 2009 The Elements of Statistical Learning Data Mining
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