An edition of Data mining with R (2011)

Data mining with R

learning with case studies

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Last edited by LC Bot
October 21, 2011 | History
An edition of Data mining with R (2011)

Data mining with R

learning with case studies

  • 5.0 (1 rating)
  • 1 Want to read

"The versatile capabilities and large set of add-on packages make R an excellent alternative to many existing and often expensive data mining tools. Exploring this area from the perspective of a practitioner, Data mining with R: learning with case studies uses practical examples to illustrate the power of R and data mining. Assuming no prior knowledge of R or data mining/statistical techniques, the book covers a diverse set of problems that pose different challenges in terms of size, type of data, goals of analysis, and analytical tools. To present the main data mining processes and techniques, the author takes a hands-on approach that utilizes a series of detailed, real-world case studies: predicting algae blooms, predicting stock market returns, detecting fraudulent transactions, classifying microarray samples. With these case studies, the author supplies all necessary steps, code, and data. Resource: A supporting website mirrors the do-it-yourself approach of the text. It offers a collection of freely available R source files that encompass all the code used in the case studies. The site also provides the data sets from the case studies as well as an R package of several functions"--

"This hands-on book uses practical examples to illustrate the power of R and data mining. Assuming no prior knowledge of R or data mining/statistical techniques, it covers a diverse set of problems that pose different challenges in terms of size, type of data, goals of analysis, and analytical tools. The main data mining processes and techniques are presented through detailed, real-world case studies. With these case studies, the author supplies all necessary steps, code, and data. Mirroring the do-it-yourself approach of the text, the supporting website provides data sets and R code"--

Publish Date
Publisher
Chapman & Hall/CRC
Language
English
Pages
289

Buy this book

Edition Availability
Cover of: Data Mining with R
Data Mining with R
2020, Taylor & Francis Group
in English
Cover of: Data mining with R
Data mining with R: learning with case studies
2011, Chapman & Hall/CRC
in English

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Book Details


Edition Notes

Includes bibliographical references (p. 269-277) and indexes.

Published in
Boca Raton
Series
Chapman & Hall/CRC data mining and knowledge discovery series

Classifications

Dewey Decimal Class
006.3/12
Library of Congress
QA76.9.D343 T67 2011

The Physical Object

Pagination
xv, 289 p. :
Number of pages
289

Edition Identifiers

Open Library
OL25016329M
ISBN 13
9781439810187
LCCN
2010036935

Work Identifiers

Work ID
OL16132378W

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