Question: Suppose we clustered a set of N data points using two different clustering algorithms: kmeans and Gaussian mixtures. In both cases, we obtained 5 clusters
Suppose we clustered a set of N data points using two different clustering algorithms: kmeans and Gaussian mixtures. In both cases, we obtained 5 clusters and, in both cases, the centers of the clusters are exactly the same. Can 3 points that are assigned to different clusters in the k-means solution be assigned to the same cluster in the Gaussian mixture solution? If no, explain. If so, sketch an example or explain.
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