R and data mining : examples and case studies /
Zhao, Yanchang, 1977-
R and data mining : examples and case studies / Yanchang Zhao - Amsterdam : Elsevier/Academic Press, 2013 - xiii, 234 p. : ill. ; 24 cm.
Includes bibliographical references and index
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 I : analysis and forecasting of house price indices -- Case study II : customer response prediction and profit optimization -- Case study III : predictive modeling of big data with limited memory
9780123969637 (hbk.)
Data mining
R (Computer program language)
R and data mining : examples and case studies / Yanchang Zhao - Amsterdam : Elsevier/Academic Press, 2013 - xiii, 234 p. : ill. ; 24 cm.
Includes bibliographical references and index
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 I : analysis and forecasting of house price indices -- Case study II : customer response prediction and profit optimization -- Case study III : predictive modeling of big data with limited memory
9780123969637 (hbk.)
Data mining
R (Computer program language)