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03_​Apply_​Association_​Rules_​for_​MarketBasketAnalysis_​exercise

Market Basket Analysis: Apply Association Rules - exercise

Introduction to Machine Learning Algorithms course - Session 3
Exercise 3
- Take pre-built association rules and apply them to a new market basket


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

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Created by: rosy
Created at: 2015-03-23
On NodePit since: 2023-04-06
Last update: 2024-05-02
Created with KNIME version: v4.6.1
Tags: retailassociation rulesrecommandation enginemarket basket analysisMBAApriori algorithmBorgeltdata collectionQuickformdeploymentsupply chain

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