is.closed: Find Closed Itemsets
Description
Provides the generic function
and the S4 method is.closed for finding closed itemsets.
The closure of an itemset is its largest proper superset which has the
same support (is containt in exactly the same transactions). An itemset
is closed, if it is its own closure (Pasquier et al. 1999).Value
- a logical vector with the same length as
x indicating
for each element in x if it is a closed itemset.
References
Nicolas Pasquier, Yves Bastide, Rafik Taouil, and Lotfi Lakhal (1999). Discovering frequent closed itemsets for association rules. In Proceeding of the 7th International Conference on Database Theory, Lecture Notes In Computer Science (LNCS 1540), pages 398-416. Springer, 1999.