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. Learn how the Eclat algorithm works for frequent itemset mining, using a depth-first search and equivalence classes. See examples, diagrams and source code for the SPMF library. May 10, 2023 · This article discusses the concept and implementation of the ECLAT algorithm with all the steps using a numerical example.
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