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Density-Based Clustering

Domino Data Lab

Due to its importance in both theory and applications, this algorithm is one of three algorithms awarded the Test of Time Award at the KDD conference in 2014. When we use the standard Euclidean distance metric, sometimes called the l 2 metric, our neighborhoods display this spherical shape. Why does this happen?

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