nadim365 / EECS_4412_A1

Using Apriori algorithm to generate rules from a given dataset

EECS_4412_A1

Assignment 1 of EECS 4412 course

• Using Apriori algorithm to generate frequent itemsets
• pruning the rules that don't meet the support threshold given
• generating the rules from the freq itemsets generated
• pruning the rules that have confidence lower than the confidence threshold
• using the lift measure to prune rules that are misleading (lift <= 1.0)

Running the program:

• to run the program use the following command (runs the main script to output rules with their respective names in an organized manner):

python main.py