Astract is a web application that uses a modified Apriori Algorithm to generate the commonly bought combination of commodities. With this Modification, you can not get more information about a given dataset such as:
- Commonly bought commodities.
- Least bought commodities.
- Heatmap graph that shows commonly bought combinations of commodities using Lift
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Confidence: It tells us how often the items A and B occur together, given the number times A occurs.
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Lift: Lift indicates the strength of a rule over the random occurrence of A and B. It basically tells us the strength of any rule.
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Frequency of Purchase: This is the minimum number of times a commodity was bought.
- Dataset containin the data to be processed
Follow this link to check it out. https://assoc-track.herokuapp.com/