R and Data Mining: Examples and Case Studies

R and Data Mining: Examples and Case StudiesR and Data Mining: Examples and Case Studies
by: Yanchang Zhao
ISBN-10 书号: 0123969638
ISBN-13 书号: 9780123969637
Edition 版次: 1
Release Finelybook 出版日期: 2012-12-25
pages 页数: 256
R and Data Mining introduces researchers,post-graduate students,and analysts to data mining using R,a free software environment for statistical computing and graphics. The book provides practical methods for using R in applications from academia to industry to extract knowledge from vast amounts of data. Readers will find this book a valuable guide to the use of R in tasks such as classification and prediction,clustering,outlier detection,association rules,sequence analysis,text mining,social network analysis,sentiment analysis,and more.
Data mining techniques are growing in popularity in a broad range of areas,from banking to insurance,retail,telecom,medicine,research,and government. This book focuses on the modeling phase of the data mining process,also addressing data exploration and model evaluation.
With three in-depth case studies,a quick reference guide,bibliography,and links to a wealth of online resources,R and Data Mining is a valuable,practical guide to a powerful method of analysis.
Presents an introduction into using R for data mining applications,covering most popular data mining techniques
Provides code examples and data so that readers can easily learn the techniques
Features case studies in real-world applications to help readers apply the


R and Data Mining Examples and Case Studies 9780123969637.pdf

未经允许不得转载:finelybook » R and Data Mining: Examples and Case Studies

评论 抢沙发

  • 昵称 (必填)
  • 邮箱 (必填)
  • 网址