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01_​Build_​Association_​Rules_​for_​MarketBasketAnalysis

Workflow

Market Basket Analysis: Building Association Rules
retailassociation rulesrecommandation enginemarket basket analysisMBAApriori algorithmBorgeltdata collectionQuickformsupply chainretailrecommendation engine
This workflow builds a recommandation engine for market basket analysis using the Borgelt version of the Apriori algorithm. Read data1. Transactions2. Productscalculate association rules("A priori" algorithm)- translate antecedent collectionto product name concatenations- associate consequent product ID to product name- calculate price stats and rule revenuewrite association rulesto a file Read HistoricalBasket Data Association RuleLearner (Borgelt) Ungroup collections Table Writer DoubleConfiguration This workflow builds a recommandation engine for market basket analysis using the Borgelt version of the Apriori algorithm. Read data1. Transactions2. Productscalculate association rules("A priori" algorithm)- translate antecedent collectionto product name concatenations- associate consequent product ID to product name- calculate price stats and rule revenuewrite association rulesto a fileRead HistoricalBasket Data Association RuleLearner (Borgelt) Ungroup collections Table Writer DoubleConfiguration

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Nodes

01_​Build_​Association_​Rules_​for_​MarketBasketAnalysis consists of the following 15 nodes(s):

Plugins

01_​Build_​Association_​Rules_​for_​MarketBasketAnalysis contains nodes provided by the following 4 plugin(s):