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Clustering Algorithms

Ian Kinskey English

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Clustering Algorithms

  1. k-Means

    • Strengths
    • Weaknesses
  2. Hierarchical Agglomerative Clustering

  3. DBSCAN

    • Strengths
      • Noise resistant
      • Able to handle arbitrary shapes and sizes
    • Weaknesses
      • Trouble w/ clusters of widely varying density
      • expensive when computation of nearest neighbors requires computing all pairwise proximities

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Mind Map on Clustering Algorithms, created by Ian Kinskey on 03/11/2017.
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Ian Kinskey
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