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Data Mining with R: Learning with Case Studies

Data Mining with R: Learning with Case Studies

Latest Research Book in Data Mining with R: Learning with Case Studies

Author(s) Name:  Luis Torgo

About the Book:

   Data Mining with R: Learning with Case Studies, Second Edition uses practical examples to illustrate the power of R and data mining. Providing an extensive update to the best-selling first edition, this new edition is divided into two parts. The first part will feature introductory material, including a new chapter that provides an introduction to data mining, to complement the already existing introduction to R. The second part includes case studies, and the new edition strongly revises the R code of the case studies making it more up-to-date with recent packages that have emerged in R.
   The book does not assume any prior knowledge about R. Readers who are new to R and data mining should be able to follow the case studies, and they are designed to be self-contained so the reader can start anywhere in the document.
   The book is accompanied by a set of freely available R source files that can be obtained at the book-s web site. These files include all the code used in the case studies, and they facilitate the "do-it-yourself" approach followed in the book.
   Designed for users of data analysis tools, as well as researchers and developers, the book should be useful for anyone interested in entering the "world" of R and data mining.

Table of Contents

  • Introduction
  • Introduction to R
  • Introduction to Data Mining
  • Predicting Algae Blooms
  • Predicting Stock Market Returns
  • Detecting Fraudulent Transactions
  • Classifying Microarray Samples
  • ISBN:  9781439810187

    Publisher:  Chapman and Hall/CRC

    Year of Publication:  2010

    Book Link:  Home Page Url