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What is k-means from a basic standpoint

Assignment:

Answer the following questions:

Introduction to Data Mining

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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