The Elements of Statistical Learning

Name: The Elements of Statistical Learning: Data Mining, Inference, and Prediction
ISBN: 9780387952840

Data Mining, Inference, and Prediction

Trevor Hastie, Robert Tibshirani, Jerome Friedman

2003·549 pages·Nonfiction

Science & Mind

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.

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