SON algorithm for Frequent Itemsets

Python3 implementation of : Randomized Algorithm (Chapter 6.4.1) Savasere, Omiecinski, and Navathe (SON) Algorithm (Chapter 6.4.3) Originally described in Book Mining of Massive Datasets. Book is available online: http://infolab.stanford.edu/~ullman/mmds/ch6.pdf Datasets Used ( T10I4D100K, T40I10D100K ): http://fimi.ua.ac.be/data/ Arguments: -f –file Filename -s –min_support (default 0.5) Minimal support rate. -c –min_confidence (default 0.5) Minimal confidence level. -t… Read more SON algorithm for Frequent Itemsets