Transitive Clustering
Become familiar with transitive clustering and its shortcomings.
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Transitive clustering is the mother of all clustering algorithms for entity resolution. Its logic is appealing, super fast to compute, and beneficial for recall. However, it is typically paid with a significant reduction in precision. Let’s begin by examining how the algorithm works on a small dataset.
Connected components
Clustering follows pairwise prediction. Let
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