The Elements of Statistical Learning
by Trevor Hastie , Robert Tibshirani , Jerome Friedman
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First published: 2001
1 language
ISBN: 9780387848570
Description
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.