Associate the scenario on the left with the appropriate clustering method on the right.

You want to use Centroid Linkage as the distance measure between clusters.

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K$-$Means Clustering

You start the clustering process with a pre$-$specified Hierarchical Clustering number of final clusters value.

Latent Class Clustering