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For a certain dataset, I am finding the k closest points in my dataset to the centroid of the dataset. Are these k points the k medoids or are medoids something completely different. If so, is there any mathematical term for the points that I'm finding? I use 2 distance metrics, one is the Mahalanobis distance and the other is a weighted average of Euclidean and cosine distances.

J. Doe
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