A distance matrix is a table that displays the pairwise distances between a set of objects, often used in clustering algorithms to represent how similar or different these objects are from one another. Each entry in the matrix quantifies the distance, which can be computed using various metrics such as Euclidean or Manhattan distance. In the context of clustering, this matrix helps identify groups or clusters by illustrating relationships based on the calculated distances.
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