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Strength and Weakness of CLIQUE

  • Strength
    • automatically finds subspaces of the highest dimensionality such that high density clusters exist in those subspaces
    • insensitive to the order of records in input and does not presume some canonical data distribution
    • scales linearly with the size of input and has good scalability as the number of dimensions in the data increases
  • Weakness
    • The accuracy of the clustering result may be degraded at the expense of simplicity of the method

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