Hub
Pricing About
  • Software
  • Blog
  • Forum
  • Events
  • Documentation
  • About KNIME
  • KNIME Community Hub
  • knime
  • Spaces
  • Examples
  • 50_Applications
  • 16_MarketBasketAnalysis
  • 02_Apply_Association_Rules_for_MarketBasketAnalysis
WorkflowWorkflow

Market Basket Analysis: Apply Association Rules

Retail Association rules Recommandation engine Market basket analysis MBA
+7
KNIME profile image

Last edited: 

Drag & drop
Like
Download workflow
Copy short link
Workflow preview
This workflow takes pre-built association rules and applies them to a new set of data 1. Read Association Rules and Product data 2. Read content of current basket 3. Calculate total price of basket content 4. In rule Antecedents find closest match to current basket content 5. Find top matching rules in terms of: - highest support, - highest confidence, - highest revenue 6. Export recommendation and basket price to report How to open the report In order to see the report execute the entire workflow and then click "Open the report" button in the toolbar.

External resources

  • Market Basket Analysis and Recommandation Engines
  • Market Basket Analysis and Recommandation Engines

Used extensions & nodes

Created with KNIME Analytics Platform version 4.5.0
  • Go to item
    KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
  • Go to item
    KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
  • Go to item
    KNIME Reporting Runtime Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    KNIME profile image
    knime
  1. Go to item
  2. Go to item
  3. Go to item
  4. Go to item
  5. Go to item
  6. Go to item
Loading deployments
Loading ad hoc executions

Legal

By using or downloading the workflow, you agree to our terms and conditions.

Discussion
Discussions are currently not available, please try again later.

KNIME
Open for Innovation

KNIME AG
Talacker 50
8001 Zurich, Switzerland
  • Software
  • Getting started
  • Documentation
  • E-Learning course
  • Solutions
  • KNIME Hub
  • KNIME Forum
  • Blog
  • Events
  • Partner
  • Developers
  • KNIME Home
  • KNIME Open Source Story
  • Careers
  • Contact us
Download KNIME Analytics Platform Read more on KNIME Business Hub
© 2023 KNIME AG. All rights reserved.
  • Trademarks
  • Imprint
  • Privacy
  • Terms & Conditions
  • Credits