Apriori Algorithm
machine learningUpdated Oct 26, 2025
Discover product association rules from a supermarket dataset using the Apriori algorithm, and interpret the results using metrics such as Support, Confidence, and Lift.
Language: PythonLevel: intermediateTask: association rule learningDataset: Market_Basket_Optimisation.csv
Learning Objectives
- Preprocess market basket data into transaction lists.
- Apply the Apriori algorithm to find frequent itemsets.
- Analyze and visualize association rules using Support, Confidence, and Lift.
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