Machine LearningMitchell, Thomas M.
The Elements of Statistical Learning : Data Mining, Inference, and Prediction
Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert
9780387952840
ISBN 10: 0387952845 / 0-387-95284-5
ISBN 13: 9780387952840
Publication Date: 2003
Binding: Hardcover
ISBN 13: 9780387952840
Publication Date: 2003
Binding: Hardcover
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Synopsis:
This book describes the important ideas 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 color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.
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