Hands-On Ensemble Learning with R Cover

Hands-On Ensemble Learning with R

A beginner's guide to combining the power of machine learning algorithms using ensemble techniques

Publisher:Packt Publishing Limited

By: Prabhanjan Narayanachar Tattar

Paid access

|Aug 2018

E-Book €28.99Institutions €126.95

E-Book €28.99Institutions €126.95

Table of Contents

Introduction to Ensemble Techniques
Bootstrapping
Bagging
Random Forests
The Bare Bones Boosting Algorithms
Boosting Refinements
The General Ensemble Technique
Ensemble Diagnostics
Ensembling Regression Models
Ensembling Survival Models
Ensembling Time Series Models
What's Next?

PDF ISBN: 978-1-78862-917-1

Publisher: Packt Publishing Limited

Copyright owner: © 2018 Packt Publishing Limited

Publication date: 2018

Language: English

Pages: 376

Related subjects:

Computer sciences,

Artificial intelligence

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