The elements of statistical learning

data mining, inference, and prediction

Edición de la obra The Elements of Statistical Learning

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.