The elements of statistical learning : data mining, inference, and prediction /

Hastie, Trevor.

The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, Jerome Friedman. - 2nd ed. - New York, NY : Springer, c2017. - xxii, 745 p. : ill. (some col.) ; 25 cm. - Springer series in statistics, 0172-7397 .

Includes bibliographical references (p. [699]-727) and indexes.

9780387848570 (hbk)


Machine learning.
Statistics--Methodology.
Data mining.
Bioinformatics.
Inference.
Forecasting.
Computational intelligence.

006.31 / HAS-T 2017 10613