Quotation Hahsler, Michael and Chelluboina, Sudheer and Hornik, Kurt and Buchta, Christian. 2011. The arules R-package ecosystem: Analyzing interesting patterns from large transaction datasets. Journal of Machine Learning Research 12 S. 2021-2025.


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Abstract

This paper describes the ecosystem of R add-on packages developed around the infrastructure provided by the package arules. The packages provide comprehensive functionality for analyzing interesting patterns including frequent itemsets, association rules, frequent sequences and for building applications like associative classification. After discussing the ecosystem's design we illustrate the ease of mining and visualizing rules with a short example.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Journal article
Journal Journal of Machine Learning Research
WU-Journal-Rating new FIN-A, INF-A
Language English
Title The arules R-package ecosystem: Analyzing interesting patterns from large transaction datasets
Volume 12
Year 2011
Page from 2021
Page to 2025
URL http://jmlr.csail.mit.edu/papers/v12/
DOI n.a.

Associations

People
Hahsler, Michael (Former researcher)
Hornik, Kurt (Details)
Buchta, Christian (Details)
External
Chelluboina, Sudheer
Organization
Service Marketing and Tourism IN (Details)
Institute for Statistics and Mathematics IN (Details)
Research Institute for Computational Methods FI (Details)
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