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Related Questions
- Can outliers skew the shape of the silhouette plot and make it challenging to determine the optimal number of clusters?
- How can outliers be identified and removed or handled in the clustering algorithm before generating the silhouette plot?
- What is the impact of outliers on the mean silhouette coefficient in determining the number of clusters?
- Can the presence of outliers lead to a decrease in the quality of the clusters formed?
- How does the algorithm used to generate the silhouette plot affect its sensitivity to outliers?
- Are there any techniques to detect outliers in the data before generating the silhouette plot?
- Can outliers be used to improve the clustering algorithm by providing additional information for better cluster formation?
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