R and data mining : examples and case studies /

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This book introduces using R for data mining. Data mining techniques are widely used in government agencies, banks, insurance, retail, telecom, medicine and research. Recently, there is an increasing tendency to do data mining with R, a free software environment for statistical computing and graphic...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Zhao, Yanchang
Format: Electronic eBook
Language:Inglés
Published: [Place of publication not identified] : Academic Press, ©2013.
Subjects:
Data mining.
R (Computer program language)
Data Mining
Exploration de données (Informatique)
R (Langage de programmation)
COMPUTERS > Database Management > Data Mining.
Data mining
dissertations.
Academic theses
Academic theses.
Thèses et écrits académiques.
Online Access:Texto completo
Table of Contents:
  • Data import and export
  • Data exploration
  • Decision trees and random forest
  • Regression
  • Clustering
  • Outlier detection
  • Time series analysis and mining
  • Association rules
  • Text mining
  • Social network analysis
  • Case study 1. Analysis and forecasting of house price indices
  • Case study 2. Customer response prediction and profit optimization
  • Case study 3. Predictive modeling of big data with limited memory
  • Online resources.

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