We learned from the previous chapter that regression problems involve predicting a numerical output. The simplest but most common type of regression is linear regression. In this chapter, we'll explore why linear regression is so commonly used, its limitations, and extensions.
Mastering Predictive Analytics with R
By :
Mastering Predictive Analytics with R
By:
Overview of this book
Table of Contents (19 chapters)
Mastering Predictive Analytics with R
Credits
About the Author
Acknowledgments
About the Reviewers
www.PacktPub.com
Preface
Free Chapter
Gearing Up for Predictive Modeling
Linear Regression
Logistic Regression
Neural Networks
Support Vector Machines
Tree-based Methods
Ensemble Methods
Probabilistic Graphical Models
Time Series Analysis
Topic Modeling
Recommendation Systems
Index
Customer Reviews