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R and data mining : examples and case studies / Yanchang Zhao

By: Material type: TextTextPublication details: Amsterdam : Elsevier/Academic Press, 2013Description: xiii, 234 p. : ill. ; 24 cmISBN:
  • 9780123969637 (hbk.)
Subject(s):
Contents:
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
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Holdings
Item type Current library Call number Copy number Status Date due Barcode
Open Shelf Open Shelf UMPLIB PEKAN QA76.9.D343 Z43 2013 (Browse shelf(Opens below)) 1 Available 0000081629

Includes bibliographical references and index

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

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