net.sf.jdmf.algorithms.clustering.centroid
Interface InitialCentroidChoiceStrategy

All Known Implementing Classes:

FirstRandomOthersDistantChoiceStrategy

public interface InitialCentroidChoiceStrategy

Base interface for all initial centroid choice strategies.

Author:

quorthon

Method Summary

java.util.List<java.util.Vector<java.lang.Double>>

chooseInitialCentroids(java.util.List<java.util.Vector<java.lang.Double>> points, java.lang.Integer numberOfClusters) Chooses initial centroids based on all points and the predicted number of clusters.

Method Detail

chooseInitialCentroids

java.util.List<java.util.Vector<java.lang.Double>> chooseInitialCentroids(java.util.List<java.util.Vector<java.lang.Double>> points,
                                                                          java.lang.Integer numberOfClusters)

Chooses initial centroids based on all points and the predicted number of clusters.