Package elki.clustering.kmedoids.initialization

Interface Summary

Interface	Description
KMedoidsInitialization<O>	Interface for initializing K-Medoids.

Class Summary

Class	Description
AlternateRefinement<O>	Meta-Initialization for k-medoids by performing one (or many) k-means-style iteration.
AlternateRefinement.Par<O>	Parameterization class.
BUILD<O>	PAM initialization for k-means (and of course, for PAM).
BUILD.Par<V>	Parameterization class.
GreedyG<O>	Initialization method for k-medoids that combines the Greedy (PAM BUILD) with "alternate" refinement steps.
GreedyG.Par<V>	Parameterization class.
KMedoidsKMedoidsInitialization<O>	Initialize k-medoids with k-medoids, for methods such as PAMSIL. This could also be used to initialize, e.g., PAM with CLARA.
KMedoidsKMedoidsInitialization.Par<O>	Parameterization class.
LAB<O>	Linear approximative BUILD (LAB) initialization for FastPAM (and k-means).
LAB.Par<V>	Parameterization class.
ParkJun<O>	Initialization method proposed by Park and Jun.
ParkJun.Par<V>	Parameterization class.