Mining association rules for classification using frequent generator itemsets in arules package.
Makhlouf LedmiMohammed El Habib SouidiMichael HahslerAbdeldjalil LedmiChafia Kara-MohamedPublished in: Int. J. Data Min. Model. Manag. (2023)
Keyphrases
- mining association rules
- itemsets
- minimum support
- association rules
- frequent patterns
- frequent itemsets
- association rule mining
- transaction databases
- frequent sets
- association rules mining
- data structure
- mining frequent itemsets
- data streams
- itemset mining
- mining algorithm
- apriori algorithm
- pattern mining
- associative classification
- data mining
- frequent itemset mining
- sequential pattern mining algorithm
- support threshold
- frequent item sets
- classification rules
- frequent pattern mining
- data mining algorithms
- condensed representations
- quantitative association rules
- transaction data
- maximal frequent itemsets
- discovering association rules
- interesting association rules
- emerging patterns
- machine learning
- closed patterns
- data mining techniques
- pattern growth
- incremental updating
- interesting patterns
- transactional databases
- databases
- high utility