apriori-frequent-itemset
Implementation of Apriori Algorithm for Mining Frequent Itemsets and comparison with FP-growth implementation at different support thresholds
Running My Apriori Implementation: sh 2014CS50281.sh datasetName SupportPercentage
Eg. sh 2014CS50281.sh retail.dat 100
DataSet Format:
transaction1
transaction2
transaction3
transaction4
.
.
.
.
transactionN
FpGrowth Executable is taken from http://www.borgelt.net/fpgrowth.html (Linux 64 bit version) , Its usage can be found on http://www.borgelt.net/doc/fpgrowth/fpgrowth.html
Example:- ./fpgrowth -s20 retail.dat fpOut.txt
Dataset used for testing: http://fimi.ua.ac.be/data/retail.dat
Dataset Info: http://fimi.ua.ac.be/data/retail.pdf