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Market Basket Analysis - Apply rules

<p><strong>Market Basket Analysis - Apply rules</strong></p><p>This workflow takes your current shopping basket and compares it to a set of pre-built association rules (patterns of items frequently bought together). It finds the rules that best match your basket, then selects the top recommendations based on <em>support</em>, <em>confidence</em>, and <em>potential revenue</em>. Finally, it calculates the total price of your basket and presents both the recommendations and price in an easy-to-read format.</p>

Market Basket Analysis - Apply rules


This workflow takes your current shopping basket and compares it to a set of pre-built association rules (patterns of items frequently bought together). It finds the rules that best match your basket, then selects the top recommendations based on support, confidence, and potential revenue. Finally, it calculates the total price of your basket and presents both the recommendations and price in an easy-to-read format.

Data Access

  1. Mined association rules

  2. Products

  3. Current basket data

Apply Association Rule to New Transaction

Compute Total Price of Current Basket

View Recommendations

Customer and Vendor views
View Recommendations
Calculate total price of current basket
Total price of current basket
New transaction
Read Current Basket Data
Double-click to configureFind top 2 recommendationsby sorting:support, orconfidence, or revenue rule
Find top 2 recommendations
Items:ID, price, productName
Table Reader
Minedassociation rule set
Table Reader
Append price ofcurrent basketto product recommendations
Append values
Find best match for yourcurrent shop cart
Subset Matcher

Nodes

Extensions

Links