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Partitioning data points into subsets of objects according to their mutual "similarity," without using preexisting knowledge such as class labels.
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Convert Eps to geographic distance using DBSCAN
ELKI also has R*-tree index acceleration, making this type of clustering very fast. Benchmark it against R, and you will see R lose by several orders of magnitude. …