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.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!