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Python Script for finding association rules in different data sets. A binning utility has been added for continuous features.

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pralhadsapre/Association-Rule-Mining

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.gitattributes

.gitattributes

 
 

.gitignore

.gitignore

 
 

Association.py

Association.py

 
 

CarMining.py

CarMining.py

 
 

ContraceptiveBinning.py

ContraceptiveBinning.py

 
 

ContraceptiveMining.py

ContraceptiveMining.py

 
 

FileReader.py

FileReader.py

 
 

ItemSet.py

ItemSet.py

 
 

ItemSetGenerator.py

ItemSetGenerator.py

 
 

NurseryMining.py

NurseryMining.py

 
 

README.txt

README.txt

 
 

Rule.py

Rule.py

 
 

RuleMiner.py

RuleMiner.py

 
 

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To use the script follow the sample below

E:\IU\Semester 2\Data Mining\HW4>python NurseryMining.py Nursery/nursery.data 10

where
HW4>python <Code File> <Data File Location> <Threshold Percentage>

Also note that if you want to run the ContraceptiveMining program you need to first bin it using the binning utility to get good results.
You can also test the different methods of candidate generation by uncommenting the code lines.
The code has been segregated into several python files which are included in this folder.

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Python Script for finding association rules in different data sets. A binning utility has been added for continuous features.

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