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Related Questions
- How does the silhouette score perform when dealing with high-dimensional data compared to low-dimensional data?
- What are the potential issues that arise when applying the silhouette score to high-dimensional datasets?
- Can you explain the relationship between the number of features and the silhouette score's effectiveness?
- How does the choice of metric used with the silhouette score impact its performance on high-dimensional data?
- What are some strategies for overcoming the limitations of the silhouette score when working with high-dimensional data?
- Can you discuss the trade-offs between using the silhouette score and other clustering evaluation metrics in high-dimensional spaces?
- How does the presence of noise or redundant features in high-dimensional data affect the silhouette score's accuracy?
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