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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