arules-package: arules: Mining Association Rules and Frequent Itemsets

arules-packageR Documentation

arules: Mining Association Rules and Frequent Itemsets

Description

Provides the infrastructure for representing, manipulating and analyzing transaction data and patterns (frequent itemsets and association rules). Also provides C implementations of the association mining algorithms Apriori and Eclat. Hahsler, Gruen and Hornik (2005) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.18637/jss.v014.i15")}.

Key functions and Classes

  • Mining Algorithms: apriori(), eclat()

  • Classes: transactions, rules, itemsets

Author(s)

Maintainer: Michael Hahsler mhahsler@lyle.smu.edu (ORCID) [copyright holder]

Authors:

  • Christian Buchta [copyright holder]

  • Bettina Gruen [copyright holder]

  • Kurt Hornik (ORCID) [copyright holder]

Other contributors:

  • Christian Borgelt [contributor, copyright holder]

  • Ian Johnson [contributor]

  • Makhlouf Ledmi [contributor]

See Also

Useful links:


arules documentation built on Sept. 11, 2024, 8:15 p.m.