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The Elements of Statistical Learning2001

data mining, inference, and prediction : with 200 full-color illustrations

by Trevor Hastie

Describes important statistical ideas in machine learning, data mining, and bioinformatics. Covers a broad range, from supervised learning (prediction), to unsupervised learning, including classification trees, neural networks, and support vector machines.

— from OpenLibrary
6 editions at OpenLibrary
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