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Related Questions
- What are the limitations of using the silhouette score in high-dimensional spaces?
- How does the silhouette score compare to other clustering evaluation metrics, such as the Calinski-Harabasz index?
- What are some alternative clustering evaluation metrics that are better suited for high-dimensional spaces?
- Can you explain the concept of 'silhouette coefficient' and its significance in clustering evaluation?
- How does the silhouette score handle noise and outliers in high-dimensional data?
- What are the trade-offs between using the silhouette score and other metrics like the Davies-Bouldin index?
- Can you discuss the challenges of evaluating clustering performance in high-dimensional spaces and how different metrics address these challenges?
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