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What is K-means from a basic standpoint? What are the various types of clusters and why is the distinction important?

  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?

Select at least two types of cluster evaluations, discuss the concepts of each method.

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