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Related Questions
- What are the key differences between the Calinski-Harabasz index and the Silhouette Coefficient in terms of their mathematical formulations?
- How do the Calinski-Harabasz index and Silhouette Coefficient perform on datasets with complex, non-linear relationships?
- Can the Calinski-Harabasz index be used to identify clusters in high-dimensional data with non-linear relationships, or is it more suitable for linear relationships?
- What are some scenarios where the Silhouette Coefficient is more effective than the Calinski-Harabasz index in handling non-linear relationships in high-dimensional data?
- How does the choice of clustering algorithm impact the performance of the Calinski-Harabasz index and Silhouette Coefficient in identifying clusters with non-linear relationships?
- Can the Calinski-Harabasz index and Silhouette Coefficient be used together to identify clusters in high-dimensional data with both linear and non-linear relationships?
- What are some techniques for preprocessing high-dimensional data to improve the performance of the Calinski-Harabasz index and Silhouette Coefficient in identifying clusters with non-linear relationships?
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