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Related Questions
- What are the common methods to determine the optimal number of clusters in a clustering algorithm?
- How does the elbow method work in cluster validation, and when should it be used?
- What are the advantages and disadvantages of using the silhouette score to determine the optimal number of clusters?
- Can you explain the concept of the silhouette plot and how it can be used to choose the optimal number of clusters?
- How does the Calinski-Harabasz index work, and when should it be used to determine the optimal number of clusters?
- What are some common pitfalls to avoid when using cluster validation methods to determine the optimal number of clusters?
- Can you provide an example of how to use a combination of cluster validation methods to determine the optimal number of clusters for a given dataset?
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