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arules (version 0.1-3)

Mining Association Rules and Frequent Itemsets

Description

Provides the basic infrastructure for mining and analyzing association rules and an interface to C implementations of the mining algorithms Apriori and Eclat.

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Version

Install

install.packages('arules')

Monthly Downloads

11,895

Version

0.1-3

License

GPL version 2 or later. This R package includes C code from Christian Borgelt which is distributed under the GPL version 2.1.

Maintainer

Michael Hahsler

Last Published

December 14th, 2024

Functions in arules (0.1-3)

APappearance-class

Class ``APappearance'' --- Specifying the `appearance' Argument of apriori()

Adult

Adult Data Set

inspect

Display Associations and Transactions in Readable Form

Income

Income Data Set

AScontrol-class

Classes ``AScontrol'', ``APcontrol'', ``ECcontrol'' --- Specifying the `control' Argument of apriori() and eclat()

itemMatrix-class

Class ``itemMatrix'' --- Sparse Binary Matrix to Represent Sets of Items

SORT

Sorting Associations

itemsets-class

Class ``itemsets'' --- A Set of Itemsets

measures

Calculating additional Interest Measures for existing Associations

transactions-class

Class ``transactions'' --- Binary Incidence Matrix for Transactions

rules-class

Class ``rules'' --- A Set of Rules

itemSupport

Getting the Support of all Items

Mushroom

Mushroom Data Set

tidList-class

Class ``tidList'' --- A Transaction ID List

associations-class

Class ``associations'' - A Set of Associations

read.transactions

Read Transaction Data

length

Getting the Number of Elements

Classes ``ASparameter'', ``APparameter'', ``ECparameter'' --- Specifying the `parameter' Argument of apriori() and eclat()

LIST

Creating a List Representation from Objects Based on ``itemMatrix''

Epub

Epub Data Set

size

Getting the Size of All Elements