You're working with a dataset that has clusters of various shapes and densities. Which clustering algorithm would be best suited for this, and why?

  • DBSCAN
  • Hierarchical Clustering
  • K-Means
  • Mean Shift
DBSCAN is best suited for clusters of various shapes and densities, as it's a density-based clustering method and doesn't rely on spherical assumptions about the data.
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