The Elements of Statistical Learning

About “The Elements of Statistical Learning”

This book describes important statistical ideas used in machine learning, data mining, and bioinformatics. It covers a broad range of topics, from supervised learning (prediction) to unsupervised learning, including classification trees, neural networks, and support vector machines. This is the second edition, published in 2009.