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What assumption does k-means clustering make about cluster shape?

A Clusters are roughly spherical and of similar size
B Clusters are arbitrary shapes
C Clusters have equal density only
D No assumptions are made

Answer

Clusters are roughly spherical and of similar size

DBSCAN handles arbitrary shapes and identifies noise points, which k-means cannot.

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