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What are the characteristics of different clustering techniques/methods ?

What are the characteristics of different clustering techniques/methods ?

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Characteristics of different clustering techniques/methods are :-


Characteristics of partitioning methods :-

  • Find mutually exclusive clusters of spherical shape
  • Distance-based
  • May use mean or medoid to represent cluster center
  • Effective for small to medium size data sets


Characteristics of hierarchical methods :-

  • Clustering is a hierarchical decomposition (i.e., multiple levels) …

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