R and data mining : examples and case studies / Yanchang Zhao.
Material type: TextPublisher: San Diego, Calif. : Academic Press, 2013Edition: First editionDescription: xiii, 234 pages : illustrations (same color). 24 cmContent type:- text
- unmediated
- volume
- 9780123969637
- 0123969638
- 006.3/12 23
- QA76.73.R3 Z43 2013
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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.
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