Title:
R and data mining : examples and case studies / Yanchang Zhao.
Author:
Zhao, Yanchang, 1977-
General Notes:
Includes bibliographical references (pages 225-228) and indexes.
Introduction -- 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 -- Online resources.
Publisher:
Academic,
Publication Place:
Oxford :
ISBN:
9780123969637
0123969638
Subject:
Data mining.
R (Computer program language)
Data mining.
R (Computer program language)
Data Mining.
R.
Edition:
1st ed.
Contents:
Introduction -- 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 -- Online resources.
Physical Description:
xiii, 234 pages : illustrations ;
Publication Date:
2013.
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