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Related Questions
- How does the presence of uniform noise impact the Calinski-Harabasz index's ability to identify well-separated clusters?
- What is the effect of Gaussian noise on the sensitivity and specificity of the Calinski-Harabasz index in evaluating cluster validity?
- Can outliers in the dataset affect the Calinski-Harabasz index's performance in identifying the optimal number of clusters?
- How does the variance of noise in the data influence the Calinski-Harabasz index's ability to distinguish between clusters of varying densities?
- What is the impact of correlated noise on the Calinski-Harabasz index's performance in identifying clusters with complex structures?
- How do different types of noise, such as salt and pepper noise, affect the Calinski-Harabasz index's ability to identify clusters with varying sizes?
- Can the Calinski-Harabasz index be robust to different types of noise, and if so, what are the conditions under which it remains robust?
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