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Related Questions
- How does the Calinski-Harabasz index handle clusters of varying sizes in a dataset?
- What are the advantages of using the Calinski-Harabasz index over the silhouette score in cluster analysis?
- Can you explain the difference in sensitivity between the Calinski-Harabasz index and the silhouette score when dealing with clusters of different sizes?
- How does the Calinski-Harabasz index's insensitivity to cluster size impact its ability to detect clusters in a dataset?
- What are the implications of using the Calinski-Harabasz index in k-means clustering when cluster sizes are unequal?
- How does the silhouette score's sensitivity to cluster size affect its performance in clustering algorithms?
- Can you discuss the trade-offs between using the Calinski-Harabasz index and the silhouette score in cluster analysis, considering their sensitivity to cluster size?
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