R and Data Mining: Examples and Case Studies by Yanchang Zhao.
The PDF version now includes chapters 7 and 9 (on which see: Book “R and Data Mining: Examples and Case Studies” on CRAN [blank chapters] and only the case study chapters are omitted.
You will also find the R code for the book and an “R Reference Card for Data Mining.”
Enjoy!