AuthorZhao, Yanchang, 1977-
TitleR and data mining : examples and case studies / Yanchang Zhao
Imprint San Diego, CA : Academic Press, 2013
Descript xiii, 234 p. : ill. ; 24 cm

CONTENT

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.


SUBJECT

  1. R (Computer program language)
  2. Data mining

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