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Data Mining Function: Cluster Analysis

  • Unsupervised learning (i.e., Class label is unknown)
  • Group data to form new categories (i.e., clusters), e.g., cluster houses to find distribution patterns
  • Principle: Maximizing intra-class similarity & minimizing interclass similarity
  • Many methods and applications

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