R 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.