Elements of statistical learning data mining inference and prediction 2nd edition. While the approach is statistical the emphasis is on concepts rather than mathematics many examples are given with a liberal use of color graphics it is a valuable resource for statisticians and anyone interested in data mining in science or industry the books coverage is broad from supervised learning prediction to unsupervised learning. The elements of statistical learning hardcover this book describes the important ideas in a variety of fields such as medicine biology finance and bolcom the elements of statistical learning 9780387848570 trevor hastie boeken. The elements of statistical learning data mining inference and prediction second edition trevor hastie springer springer series in statistics the many topics include neural networks support vector machines classification trees and boosting the first comprehensive treatment of this topic in any book. Amazoncom the elements of statistical learning data mining inference and prediction second edition springer series in statistics 9780387848570 hastie trevor tibshirani robert friedman jerome books