Implementation of Partitioning Around Medoids (PAM) in H2O-3
- Deterministic in nature
- Outperforms k-means for some applications
- Inherently
O(n^2)time and possibly space depending on implementation
- pp.102-104 of
Finding Groups in Data by Kaufman and Rousseeuw. - https://en.wikipedia.org/wiki/K-medoids
- https://en.wikibooks.org/wiki/Data_Mining_Algorithms_In_R/Clustering/Partitioning_Around_Medoids_(PAM)