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Data Mining

The Elements of Statistical Learning: Data Mining, Inference, and Prediction.

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Cover of The Elements of Statistical Learning: Data Mining, Inference, and Prediction.

This book descibes the important ideas of data mining, machine learning, and bioinformatics in a common conceptual framework. Topics include neural networks, support vector machines, classification trees and boosting.

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About the author

Jerome H. Friedman

Dr. Friedman is one of the world's leading researchers in statistics and data mining. He has been a Professor of Statistics at Stanford University for over 20 years and has published on a wide range of data mining…

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