arules is an R package, which provides the infrastructure for representing, manipulating and analyzing transaction data and patterns: frequent itemsets and association rules
The R package arules implements the basic infrastructure for creating and manipulating transaction databases and basic algorithms to efficiently find and analyze association rules. Several more packages provide provide additional functionality like frequent sequence mining, association rule visualization and associative classification techniques:
- arules: A package for mining association rules and frequent itemsets.
- arulesViz: A package for visualizing association rules based on package
arules. - arulesClassify: Add-on to implement associative classifiers (part of
arulesdevelopment version). - arulesNBMiner: Add-on for
arulesto mine NB-frequent itemsets and NB-precise rules. - arulesSequencer: Add-on for
arulesto handle and mine frequent sequences.
