clusters

Determining the optimal number of clusters is a crucial step in cluster analysis, a statistical method used to identify natural groupings within a dataset. The choice of the number of clusters can significantly impact the results and interpretation of the analysis. Several factors need to be considered when choosing the number of clusters. These include…