Link to the ebook : https://login.ezproxy.univ-catholille.fr/login?url=https://s...

eISBN : 9781491976418

Contents :
Preface

Chapter 1. What Is a Model?
Chapter 2. Supervised and Unsupervised Machine Learning
Chapter 3. Sampling Statistics and Model Training in R
Chapter 4. Regression in a Nutshell
Chapter 5. Neural Networks in a Nutshell
Chapter 6. Tree-Based Methods
Chapter 7. Other Advanced Methods
Chapter 8. Machine Learning with the caret Package

Appendix A. Encyclopedia of Machine Learning Models in caret

Index

Language : English

Location : Nice Library

Material : Electronic

Statement : Présent

Owner : Bibliothèque