The Elements of Statistical Learning.2ed英文版

Preface . 1 Introduction 2 Overview of Supervised Learning 2.1 Introduction 2.2 Variable Types and Terminology 2.3 Two Simple Approaches to Prediction: Least Squares and Nearest Neighbors 2.4 Statistical Decision Theory 2.5 Lo.cal Methods in High Dimensions 2.6 Statistical Models, Supervised Learnin