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TitleR and data mining : examples and case studies
Author Yanchang Zhao
Imprint San Diego, CA : Academic Press, 2013
Descript xiii, 234 p. : ill. ; 24 cm


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.

R (Computer program language) Data mining

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