R and data mining : examples and case studies /
Zhao, Yanchang. 1977-
R and data mining : examples and case studies / Yanchang Zhao. - First edition. - xiii, 234 pages : illustrations (same color). 24 cm.
includes index
Includes bibliographical references and indexes.
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.
9780123969637 0123969638
R (Computer program language)
Data mining.
QA76.73.R3 / Z43 2013
006.3/12
R and data mining : examples and case studies / Yanchang Zhao. - First edition. - xiii, 234 pages : illustrations (same color). 24 cm.
includes index
Includes bibliographical references and indexes.
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.
9780123969637 0123969638
R (Computer program language)
Data mining.
QA76.73.R3 / Z43 2013
006.3/12