October 2017
Beginner to intermediate
572 pages
26h 1m
English
book
Machine Learning with R Cookbook - Second Edition
by AshishSingh Bhatia, Yu-Wei, Chiu (David Chiu)
Content preview from Machine Learning with R Cookbook - Second Edition
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See also
For those interested in the research results using the Groceries dataset and how the support, confidence, and lift measurements are defined, you can refer to the following papers:
- Michael Hahsler, Kurt Hornik, and Thomas Reutterer (2006) Implications of Probabilistic Data Modeling for Mining Association Rules. In M. Spiliopoulou, R. Kruse, C. Borgelt, A
- Nuernberger, and W. Gaul, editors, From Data and Information Analysis to Knowledge Engineering, Studies in Classification, Data Analysis, and Knowledge Organization, pages 598-605. Springer-Verlag
Also, in addition to using the summary and inspect functions to inspect association rules, you can use interestMeasure to obtain additional interest measures:
> head(interestMeasure(rules, ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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