Artificial General Intelligence (AGI)
Machine Learning
An algorithm for mining frequent itemsets and generating association rules from transaction data.
Detailed Explanation
The Apriori Algorithm is a popular machine learning technique used for mining frequent itemsets in large transactional datasets. By iteratively identifying common item combinations that appear frequently, it helps discover interesting association rules and relationships within the data, which can be used for market basket analysis, recommendation systems, and decision-making processes.
Use Cases
- •Identify product bundles frequently bought together to optimize cross-selling strategies in retail.
Related Terms
Other terms in the Machine Learning category