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Selecting the number of clusters with silhouette analysis on KMeans clustering — scikit-learn 1.7.0 documentation
https://scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html
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Silhouette analysis can be used to study the separation distance between the resulting clusters. The silhouette plot displays a measure of how close each point in one cluster is to points in the ne...