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arules
Mining Association Rules and Frequent Itemsets
View on CRAN: Click
here
Download and install arules package within the R console
Install from CRAN:
install.packages("arules")
Install from Github:
library("remotes")
install_github("cran/arules") Install by package version:
library("remotes")
install_version("arules", "1.7-9") Attach the package and use:
library("arules")
Maintained by
Michael Hahsler
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2005-04-15
Latest Update: 2023-03-23
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) .
How to cite:
Michael Hahsler (2005). arules: Mining Association Rules and Frequent Itemsets. R package version 1.7-9, https://cran.r-project.org/web/packages/arules. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1-0 (2005-04-15 16:22), 0.1-1 (2005-05-02 11:57), 0.1-3 (2005-06-04 11:00), 0.1-4 (2005-06-17 13:06), 0.2-1 (2005-07-21 16:39), 0.2-2 (2005-08-22 17:50), 0.2-3 (2005-09-07 17:35), 0.2-4 (2005-09-14 09:39), 0.2-5 (2005-10-21 13:30), 0.2-6 (2006-01-27 17:39), 0.2-7 (2006-02-01 19:11), 0.3-0 (2006-02-22 09:46), 0.3-1 (2006-04-15 00:00), 0.4-0 (2006-06-06 16:39), 0.4-1 (2006-07-11 13:43), 0.4-2 (2006-07-24 09:46), 0.4-3 (2006-07-27 12:09), 0.4-4 (2006-08-07 12:51), 0.5-0 (2006-10-04 08:58), 0.6-0 (2007-03-13 09:05), 0.6-1 (2007-05-22 10:40), 0.6-2 (2007-06-21 14:23), 0.6-3 (2007-07-13 16:34), 0.6-4 (2008-04-01 10:45), 0.6-5 (2008-04-27 18:28), 0.6-6 (2008-06-11 20:35), 0.6-7 (2008-12-14 12:09), 0.6-8 (2009-01-16 18:41), 1.0-0 (2009-03-24 20:34), 1.0-1 (2009-12-03 20:29), 1.0-2 (2010-03-17 09:56), 1.0-3 (2011-01-08 21:23), 1.0-5 (2011-02-25 09:40), 1.0-6 (2011-02-27 19:25), 1.0-7 (2011-11-04 21:43), 1.0-8 (2012-04-23 16:09), 1.0-9 (2012-08-22 07:44), 1.0-10 (2012-09-03 07:34), 1.0-11 (2012-11-19 15:11), 1.0-12 (2012-11-28 18:57), 1.0-13 (2013-04-07 23:57), 1.0-14 (2013-05-24 20:25), 1.0-15 (2013-09-06 20:45), 1.1-0 (2013-12-12 07:59), 1.1-1 (2014-01-16 21:39), 1.1-2 (2014-02-21 19:04), 1.1-3 (2014-06-17 10:54), 1.1-4 (2014-07-26 19:48), 1.1-5 (2014-08-19 23:08), 1.1-6 (2014-12-08 07:29), 1.1-7 (2015-07-01 05:58), 1.1-9 (2015-07-14 16:07), 1.2-0 (2015-09-15 15:18), 1.2-1 (2015-09-21 11:19), 1.3-0 (2015-11-14 16:16), 1.3-1 (2015-12-14 08:57), 1.4-0 (2016-03-19 09:47), 1.4-1 (2016-04-14 08:32), 1.4-2 (2016-08-06 22:33), 1.5-0 (2016-10-02 22:51), 1.5-2 (2017-03-13 00:19), 1.5-3 (2017-09-01 17:11), 1.5-4 (2017-10-12 21:27), 1.5-5 (2018-01-10 19:44), 1.6-0 (2018-03-06 17:56), 1.6-1 (2018-04-07 05:48), 1.6-2 (2018-12-03 23:01), 1.6-3 (2019-03-07 10:23), 1.6-4 (2019-08-29 06:40), 1.6-5 (2020-04-04 07:30), 1.6-6 (2020-05-15 19:20), 1.6-7 (2021-03-16 23:10), 1.6-8 (2021-05-17 23:50), 1.7-0 (2021-11-13 06:30), 1.7-1 (2021-11-19 08:40), 1.7-2 (2021-12-10 07:10), 1.7-3 (2022-01-09 23:52), 1.7-4 (2022-08-17 01:50), 1.7-5 (2022-10-21 18:25), 1.7-6 (2023-03-23 22:52), 1.7-7 (2023-11-29 10:00), 1.7-8 (2024-08-22 07:20)
Other packages that cited arules R package
View arules citation profile
Other R packages that arules depends,
imports, suggests or enhances
Complete documentation for arules
Functions, R codes and Examples using
the arules R package
Some associated functions: APappearance-class . AScontrol-classes . ASparameter-classes . Adult . DATAFRAME . Epub . Groceries . Income . LIST . Mushroom . SunBai . abbreviate . addComplement . affinity . apriori . associations-class . c . confint . coverage . crossTable . discretize . dissimilarity . duplicated . eclat . extract . fim4r . hierarchy . hits . image . inspect . interestMeasure . is.closed . is.generator . is.maximal . is.redundant . is.significant . is.superset . itemCoding . itemFrequency . itemFrequencyPlot . itemMatrix-class . itemsets-class . itemwiseSetOps . match . merge . pmml . predict . proximity-classes . random.transactions . read . ruleInduction . rules-class . sample . sets . size . sort . subset . support . supportingTransactions . tidLists-class . transactions-class . unique . weclat . write .
Some associated R codes: AAADefs.R . Adult.R . DATAFRAME.R . Epub.R . Groceries.R . Income.R . LIST.R . Matrix.R . Mushroom.R . SunBai.R . abbreviate.R . addComplement.R . appearance.R . apriori.R . associations.R . c.R . check_installed.R . confint.R . control.R . coverage.R . crossTable.R . discretize.R . dissimilarity.R . duplicated.R . eclat.R . extract.R . fim4r.R . hierarchy.R . image.R . inspect.R . interestMeasures.R . is.closed.R . is.generator.R . is.maximal.R . is.redundant.R . is.significant.R . is.superset.R . itemCoding.R . itemFrequency.R . itemMatrix.R . itemsets.R . match.R . merge.R . parameter.R . plot.R . pmml.R . predict.R . random.transactions.R . read_write.R . ruleInduction.R . rules.R . sample.R . sets.R . setsItemwise.R . size.R . sort.R . subset.R . support.R . supportingTransactions.R . tidLists.R . transactions.R . unique.R . warm.R . Full arules package functions and examples
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