ECLAT stands for Equivalence CLAss Transformation! The basic idea is the same as the apriori algorithm but the ECLAT algorithm is faster and better than apriori. More information about it can be found here.
You can learn more about ECLAT algorithm in the below video.
The below code helps to create association rules using eclat in python
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# Sample code to do Eclat in Python # The package source can be found at below location, it is not stable however # https://github.com/andi611/Apriori-and-Eclat-Frequent-Itemset-Mining from association import eclat # Creating Sample Transactions transactions = [ ['Milk', 'Bread', 'Saffron'], ['Milk', 'Saffron'], ['Bread', 'Saffron','Wafer'], ['Bread','Wafer'], ] # Creating Rules using Eclat Rules=eclat.eclat(data=transactions, min_support=0.5) Rules |
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Hi there,
i dont have this association package yet and i cant simply do an install of pip3 install association. What’s the matter here?
Thanks & BR
Martin
Hi Martin,
Can you show me the screenshot of the error you are getting?. There must a version issue for the package.
eclat is only found in pyECLAT package
so your code doesn’t seem right