arules: Mining Association Rules and Frequent Itemsets

Provides the infrastructure for representing, manipulating and analyzing transaction data and patterns (frequent itemsets and association rules). Also provides interfaces to C implementations of the association mining algorithms Apriori and Eclat by C. Borgelt.

AuthorMichael Hahsler [aut, cre, cph], Christian Buchta [aut, cph], Bettina Gruen [aut, cph], Kurt Hornik [aut, cph], Christian Borgelt [ctb, cph]
Date of publication2016-10-02 22:51:08
MaintainerMichael Hahsler <mhahsler@lyle.smu.edu>
LicenseGPL-3
Version1.5-0
http://lyle.smu.edu/IDA/arules

View on CRAN

Man pages

abbreviate: Abbreviate function for item labels in transactions,...

addComplement: Add Complement-items to Transactions

Adult: Adult Data Set

affinity: Computing Affinity Between Items

aggregate: Support for Item Hierarchies

APappearance-class: Class "APappearance" - Specifying the 'appearance' Argument...

apriori: Mining Associations with Apriori

AScontrol-class: Classes "AScontrol", "APcontrol", "ECcontrol" - Specifying...

ASparameter-class: Classes "ASparameter", "APparameter", "ECparameter" -...

associations-class: Class "associations" - A Set of Associations

combine: Combining Objects

coverage: Calculate coverage for rules

crossTable: Cross-tabulate joint occurrences across pairs of items

discretize: Convert a Continuous Variable into a Categorical Variable

dissimilarity: Dissimilarity Computation

duplicated: Find Duplicated Elements

eclat: Mining Associations with Eclat

Epub: Epub Data Set

Groceries: Groceries Data Set

hits: Computing Transaction Weights With HITS

image: Visual Inspection of Binary Incidence Matrices

Income: Income Data Set

inspect: Display Associations and Transactions in Readable Form

interestMeasure: Calculating various additional interest measures

is.closed: Find Closed Itemsets

is.maximal: Find Maximal Itemsets

is.redundant: Find Redundant Rules

is.significant: Find Significant Rules

is.superset: Find Super and Subsets

itemCoding: Item Coding - Handling Item Labels and Column IDs Conversions

itemFrequency: Getting Frequency/Support for Single Items

itemFrequencyPlot: Creating a Item Frequencies/Support Bar Plot

itemMatrix-class: Class "itemMatrix" - Sparse Binary Incidence Matrix to...

itemsets-class: Class "itemsets" - A Set of Itemsets

length: Getting the Number of Elements

LIST: List Representation for Objects Based on "itemMatrix"

match: Value Matching

merge: Merging (adding) items

Mushroom: Mushroom Data Set

pmml: Read and Write PMML

predict: Model Predictions

proximity-classes: Classes "dist", "ar\_cross\_dissimilarity" and...

random.transactions: Simulate a Random Transaction Data Set

read.transactions: Read Transaction Data

ruleInduction: Rule Induction for a Set of Itemsets

rules-class: Class "rules" - A Set of Rules

sample: Random Samples and Permutations

sets: Set Operations

setsItemwise: Itemwise Set Operations

size: Getting the Size of Each Element

sort: Sorting Associations

subset: Subsetting Itemsets, Rules and Transactions

SunBai: The SunBai Data Set

support: Support Counting for Itemsets

supportingTransactions: Supporting Transactions

tidLists-class: Class "tidLists" - Transaction ID Lists for Items/Itemsets

transactions-class: Class "transactions" - Binary Incidence Matrix for...

unique: Remove Duplicated Elements from a Collection

weclat: Mining Associations from Weighted Transaction Data with Eclat...

write: Writes transactions or associations to disk

Xtrct-methods: Methods for "[": Extraction or Subsetting in Package 'arules'

Files in this package

arules
arules/inst
arules/inst/CITATION
arules/inst/doc
arules/inst/doc/arules.R
arules/inst/doc/arules.pdf
arules/inst/doc/arules.Rnw
arules/tests
arules/tests/testthat.R
arules/tests/testthat
arules/tests/testthat/test-measures.R
arules/tests/testthat/test-missing.R
arules/tests/testthat/test-itemMatrix.R
arules/tests/testthat/test-apriori.R
arules/tests/testthat/test-ruleInduction.R
arules/tests/testthat/test-associations.R
arules/tests/testthat/test-sets.R
arules/tests/testthat/test-warm.R
arules/tests/testthat/test-extract.R
arules/tests/testthat/test-matrix.R
arules/tests/testthat/test-read_write.R
arules/tests/testthat/test-transactions.R
arules/tests/testthat/test-tidLists.R
arules/src
arules/src/istree.h
arules/src/bitmat.h
arules/src/ptree.c
arules/src/bitmat.c
arules/src/matrix.c
arules/src/Makevars
arules/src/tfscan.c
arules/src/arrayIndex.c
arules/src/reclat.c
arules/src/tid_count.c
arules/src/tract.h
arules/src/rapriori.c
arules/src/vecops.c
arules/src/symtab.c
arules/src/rapriori.h
arules/src/warm.c
arules/src/similarity.c
arules/src/symtab.h
arules/src/istree.c
arules/src/arch64.h
arules/src/vecops.h
arules/src/tfscan.h
arules/src/tract.c
arules/NAMESPACE
arules/NEWS.md
arules/data
arules/data/AdultUCI.rda
arules/data/Adult.rda
arules/data/Groceries.rda
arules/data/Epub.rda
arules/data/Mushroom.rda
arules/data/SunBai.rda
arules/data/Income.rda
arules/data/datalist
arules/data/IncomeESL.rda
arules/R
arules/R/AllClasses.R arules/R/AllGenerics.R arules/R/is.superset.R arules/R/ruleInduction.R arules/R/is.maximal.R arules/R/inspect.R arules/R/supportingTransactions.R arules/R/subset.R arules/R/sets.R arules/R/tidLists.R arules/R/dissimilarity.R arules/R/aggregate.R arules/R/random.transactions.R arules/R/read_write.R arules/R/warm.R arules/R/plot.R arules/R/control.R arules/R/predict.R arules/R/sample.R arules/R/associations.R arules/R/is.significant.R arules/R/eclat.R arules/R/itemsets.R arules/R/setsItemwise.R arules/R/interestMeasures.R arules/R/itemCoding.R arules/R/cut2.R arules/R/pmml.R arules/R/AAADefs.R arules/R/support.R arules/R/coverage.R arules/R/is.redundant.R arules/R/addComplement.R arules/R/image.R arules/R/itemMatrix.R arules/R/Matrix.R arules/R/transactions.R arules/R/rules.R arules/R/appearance.R arules/R/is.closed.R arules/R/itemFrequency.R arules/R/crossTable.R arules/R/discretize.R arules/R/abbreviate.R arules/R/parameter.R arules/R/apriori.R
arules/vignettes
arules/vignettes/arules-classes.pdf
arules/vignettes/arules.bib
arules/vignettes/misc.bib
arules/vignettes/arules-classes.zargo
arules/vignettes/arules.Rnw
arules/README.md
arules/MD5
arules/build
arules/build/vignette.rds
arules/DESCRIPTION
arules/man
arules/man/unique.Rd arules/man/ruleInduction.Rd arules/man/duplicated.Rd arules/man/match.Rd arules/man/affinity.Rd arules/man/abbreviate.Rd arules/man/Xtrct-methods.Rd arules/man/APappearance-class.Rd arules/man/combine.Rd arules/man/dissimilarity.Rd arules/man/itemMatrix-class.Rd arules/man/is.redundant.Rd arules/man/coverage.Rd arules/man/setsItemwise.Rd arules/man/interestMeasure.Rd arules/man/rules-class.Rd arules/man/read.transactions.Rd arules/man/merge.Rd arules/man/aggregate.Rd arules/man/length.Rd arules/man/write.Rd arules/man/predict.Rd arules/man/discretize.Rd arules/man/is.superset.Rd arules/man/eclat.Rd arules/man/support.Rd arules/man/proximity-classes.Rd arules/man/addComplement.Rd arules/man/supportingTransactions.Rd arules/man/itemFrequency.Rd arules/man/sort.Rd arules/man/apriori.Rd arules/man/size.Rd arules/man/tidLists-class.Rd arules/man/itemsets-class.Rd arules/man/associations-class.Rd arules/man/itemCoding.Rd arules/man/Epub.Rd arules/man/itemFrequencyPlot.Rd arules/man/transactions-class.Rd arules/man/is.closed.Rd arules/man/random.transactions.Rd arules/man/image.Rd arules/man/Groceries.Rd arules/man/crossTable.Rd arules/man/pmml.Rd arules/man/AScontrol-class.Rd arules/man/LIST.Rd arules/man/weclat.Rd arules/man/sets.Rd arules/man/is.maximal.Rd arules/man/hits.Rd arules/man/inspect.Rd arules/man/Mushroom.Rd arules/man/ASparameter-class.Rd arules/man/sample.Rd arules/man/Adult.Rd arules/man/subset.Rd arules/man/Income.Rd arules/man/is.significant.Rd arules/man/SunBai.Rd

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