This book describes the important ideas in a common conceptual framework. 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 should be a valuable resource for statisticians and anyone interested in data mining in science or industry.This book describes the important ideas in a common conceptual framework.
|Title||:||The Elements of Statistical Learning|
|Author||:||Trevor Hastie, Robert Tibshirani, Jerome H. Friedman|
|Publisher||:||Springer Science & Business Media - 2001-01-01|