Is DBSCAN sensitive to the choice of Epsilon and MinPts? Why or why not?

  • No, they are auto-calculated parameters
  • No, they have minimal effect on the outcome
  • Yes, they define the shape of the clusters
  • Yes, they influence the density of clusters
DBSCAN is indeed sensitive to the choice of Epsilon and MinPts. These parameters are crucial in determining the density of the clusters, as Epsilon controls the maximum radius of the neighborhood, and MinPts sets the minimum number of points required to form a dense region. Selecting inappropriate values can lead to suboptimal clustering results.
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