The Elements of Statistical Learning

by Trevor Hastie, Robert Tibshirani, Jerome Friedman

Describes important statistical ideas in machine learning, data mining, and bioinformatics. Covers a broad range, from supervised learning (prediction), to unsupervised learning, including classifi…