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Related Questions
- What are the primary differences between the Calinski-Harabasz index and the silhouette score in cluster analysis?
- How do the Calinski-Harabasz index and silhouette score differ in terms of their sensitivity to cluster size and number of clusters?
- Can you explain how the Calinski-Harabasz index is affected by the number of clusters in the data?
- How does the silhouette score handle clusters of varying sizes and densities?
- What are the implications of using the Calinski-Harabasz index versus the silhouette score for clustering algorithms that are sensitive to cluster size?
- Can you discuss the relationship between cluster size and the Calinski-Harabasz index, particularly for datasets with a large number of clusters?
- How can the choice of the Calinski-Harabasz index or silhouette score influence the interpretation of cluster analysis results in terms of cluster validity?
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