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apriori-fpgrowth's Introduction

Python Implementation of Apriori & FpGrowth

List of files

  1. apriori.py
  2. FpGrowth.py
  1. README(this file)

  2. Data

    1.adult.data

    2.adult.names

    3.adult.test

    4.old.adult.names

    5.test.txt

The dataset is a copy of the "Adult Data Set" dataset in the `http://archive.ics.uci.edu/ml/datasets/Adult`_

Usage

To run the program with dataset provided and default values for minSupport = 0.3 and minConfidence = 0.6

python apriori.py | FpGrowth.py

To run program with dataset

python apriori.py | FpGrowth.py -f [dataset] -s [minsupport] -c [minconfidence]

Sample output

$ python FpGrowth.py data/test.txt

License

MIT-License


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