This is the instruction for running this code:
Requirements:
python>=3.7
numpy
matplotlib
To install required packages, run the command below:
pip install -r requirements.txt
To generate rules using the Apriori algorithm, run the command below:
python3 hcrules.py --min_sup min1 min2 min3 \
--min_conf minimum_confidence \
--input_file /path/to/your/input/file \
--output_file /path/to/your/output/file
where:
--min_sup: a integer number that is the minimum support count
--min_conf: a float number that is the minimum confidence of strong rule
--input_file: path to your input transaction
--output_file: path to your output file
Implementation of Apriori Algorithm for Association Analysis
Overview
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