Question: basic concepts and algorithms of cluster analysis What is K-means from a basic standpoint? What are the various types of clusters and why is the

basic concepts and algorithms of cluster analysis

  1. What is K-means from a basic standpoint?
  2. What are the various types of clusters and why is the distinction important?
  3. What are the strengths and weaknesses of K-means?
  4. What is a cluster evaluation?

please elaborate on the answers and respond in an essay form. Also please include references

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