/learning-data-mining-with-r

Codes for the book, Learning Data Mining with R

Primary LanguageR

Learning Data Mining with R

======= Codes repository for the book {Learning Data Mining with R}

1. Where you can find the book?

The book of this project can be found at the site of Packt Publishing Limited

2. Every algorithm will be provided in five levels of difficulty.

  • Level 1 is the basic form for reader to understand the algorithm in a straight way.
  • Level 2 is the beyond form for reader to use in work, in which the algorithm in serialized implementation, based on the ordinary available R packages.
  • Level 3 is the beyond form for reader to use in work, in which the algorithm in serialized implementation, based on my own contributed R packages to CRAN.
  • Level 4 is the advanced form for readers to use in work, in which the algorithm in an parallelized implementation, based on the ordinary available R packages and solutions.
  • Level 5 is the advanced form for readers to use in work, in which the algorithm in an parallelized implementation, based on my own contributed R packages to CRAN.

the file names for the sorce codes are suffixed with *_basic.R, *_beyond1.R, *_beyond2.R, *_advanced1.R, *_advanced2.R respectively w.r.t. above 5 levels.

3. Target for a brand new data mining framework

Requirements

Learning Data Mining with R