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Related Questions
- How does the number of clusters in a dataset affect the silhouette score?
- Can you explain the relationship between cluster density and the silhouette score in a K-means clustering algorithm?
- What happens to the silhouette score when the clusters are densely packed versus when they are sparsely distributed?
- How does the size of the clusters impact the silhouette score, and what are the implications for cluster assignment?
- Can you describe a scenario where a high silhouette score is achieved due to the optimal combination of cluster density and size?
- What are some real-world applications where cluster density and size have a significant impact on the silhouette score?
- How can you adjust the clustering algorithm parameters to optimize the silhouette score for a given dataset with varying cluster density and size?
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