Web Reference: Feb 9, 2026 · ECLAT stands for Equivalence Class Clustering and bottom-up Lattice Traversal. It is a data mining algorithm used to find frequent itemsets in a dataset. These frequent itemsets are then used to create association rules which helps to identify patterns in data. How is the performance of ECLAT? ECLAT scans the database a single time to create a vertical database. Then, the most costly operation is the intersection of TID-lists. In the worst case, these lists have the size of the database. Several possible optimizations→ The Eclat algorithm is used to perform itemset mining. Itemset mining let us find frequent patterns in data like if a consumer buys milk, he also buys bread. This type of pattern is called association rules and is used in many application domains.
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