Icon

03_​Apply_​Association_​Rules_​for_​MarketBasketAnalysis

Market Basket Analysis: Apply Association Rules - exercise
Exercise: Market Basket Analysis: Apply Association RulesThis workflow reads a set of associations rules and the content of a current basket. The goal of this exercise is to use the association rules to find the top two rules for the current basket.1) Use the Subset Matcher node to the best match to your current shopping cart2) Use the Joiner node and find all possible rules by joining based on the collection of AntecedentItems3) Find the 2 best fitting rules: - Use the Sorter node to sort the table descending based on the rule confidence, rule support, and rule revenue - Use the Row Filter node to extract the top 2 found rules through a TableCreator noderead association rulesread product infos Read CurrentBasket Data Product Infos /Association Rules Exercise: Market Basket Analysis: Apply Association RulesThis workflow reads a set of associations rules and the content of a current basket. The goal of this exercise is to use the association rules to find the top two rules for the current basket.1) Use the Subset Matcher node to the best match to your current shopping cart2) Use the Joiner node and find all possible rules by joining based on the collection of AntecedentItems3) Find the 2 best fitting rules: - Use the Sorter node to sort the table descending based on the rule confidence, rule support, and rule revenue - Use the Row Filter node to extract the top 2 found rules through a TableCreator noderead association rulesread product infos Read CurrentBasket Data Product Infos /Association Rules

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: rosy
Created at: 2015-03-23
On NodePit since: 2022-11-15
Last update: 2024-05-03
Created with KNIME version: v4.6.1
Tags: retailassociation rulesrecommandation enginemarket basket analysisMBAApriori algorithmBorgeltdata collectionQuickformdeploymentsupply chain

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!