/Association-Rule-Mining-Python

Python implementation of Association Rule Mining

Primary LanguagePython

#Association Rule Mining in Python

File Description:

  • apriori.py : Python implementation of the apriori algorithm. This code reads a transactional database file specified by the user and based on user's specified support and confidence values, frequent itemsets and association rules are generated.
  • DataSetx.txt : (x: 1,2,3,4,5) Five different dataset files containing transactions.

Usage:

  • Modify line #14 of apriori.py and specify the name of dataset file to use.
  • Run the program from the command line: python apriori.py
  • When prompted, provide support and confidence values in percentage
  • Frequent itemsets and association rules are generated