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Related Questions
- What are the common techniques used to handle class imbalance in clustering analysis?
- How does class imbalance affect the clustering algorithm's ability to identify meaningful clusters?
- What is the relationship between class imbalance and the choice of distance metric in clustering?
- Can you explain the impact of class imbalance on the silhouette score's reliability in evaluating cluster quality?
- How does class imbalance influence the interpretation of the silhouette score in terms of cluster cohesion and separation?
- What are the implications of class imbalance on the use of the silhouette score as a clustering evaluation metric?
- Can class imbalance be addressed through data preprocessing techniques before applying clustering algorithms?
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