python3_Apriori

Classical association rule minning algorithm

Three main args:

• support
• confidence
• lift

Usage

Default value:

• minSupport 0.01

• minConfidence 0.7

• minLift 1.0

  python apriori.py -f ***.csv -s 0.2 -c 0.8 -l 1.2

Data Formation

• .csv file
• item code (column names)
• binary value

Requirements

• python 3.6.5
• pandas
• collections
• itertools

References

https://blog.csdn.net/baimafujinji/article/details/53456931

https://github.com/asaini/Apriori/blob/master/apriori.py

https://www.cnblogs.com/nxld/p/6380417.html