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Clustering - What is the difference between KMeans and clustering?


KMeans clustering is straightforward and speedy, but it presupposes clusters of equal size and spherical shape, which may not be applicable for certain datasets. Conversely, Agglomerative Clustering can accommodate non-spherical and variable sized clusters, and doesn't necessitate the pre-determination of the cluster count.