Link to the ebook : https://link-springer-com.ezproxy.univ-catholille.fr/book/10...

eISBN : 978-1-4614-7138-7

Contents :
1.Introduction
2.Statistical Learning
3.Linear Regression
4.Classification
5.Resampling Methods
6.Linear Model Selection and Regularization
7.Moving Beyond Linearity
8.Tree-Based Methods
9.Support Vector Machines
10.Unsupervised Learning

Language : English

Series : SPRINGER TEXTS IN STATISTICS

Location : Nice Library

Material : Electronic

Statement : Présent

Owner : Bibliothèque