Complex sentence: A common application of the medoid is the k-medoids clustering algorithm, which is similar to the k-means algorithm but works when a mean or centroid is not definable.
Split into simpler sentences: A common application of the medoid is the k-medoids clustering algorithm. This algorithm is very similar to the k-means algorithm, but works when a mean or centroid is not definable.