Book: R and Data Mining: Examples and Case Studies
This book contains examples, code, and data for decision trees, random forest, regression, clustering, outlier detection, time series analysis, association rules, text mining and social network analysis and three real-world case studies.
R and Data Mining:
Examples and Case Studies
Author: Yanchang Zhao
Publisher: Academic Press, Elsevier
Publish date: December 2012
ISBN: 978-0-12-396963-7
Length: 256 pages URL: www.rdatamining.com/books/rdm
This book introduces into using R for data mining with examples and case studies. It contains 1) examples on decision trees, random forest, regression, clustering, outlier detection, time series analysis, association rules, text mining and social network analysis; and 2) three real-world case studies.
Table of Contents and Abstracts:
www.rdatamining.com/books/rdm/toc
R Code and Data for the book:
www.rdatamining.com/books/rdm/code
Sample pages on Google Books.
Buy the book on Amazon:
www.amazon.com/Data-Mining-Examples-Case-Studies/dp/0123969638