org.apache.mahout.clustering.fuzzykmeans
Class FuzzyKMeansClusterer

java.lang.Object
  extended by org.apache.mahout.clustering.fuzzykmeans.FuzzyKMeansClusterer

public class FuzzyKMeansClusterer
extends Object


Constructor Summary
FuzzyKMeansClusterer()
           
 
Method Summary
 Vector computePi(Collection<SoftCluster> clusters, List<Double> clusterDistanceList)
           
 double computeProbWeight(double clusterDistance, Iterable<Double> clusterDistanceList)
          Computes the probability of a point belonging to a cluster
 void setM(double m)
           
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Constructor Detail

FuzzyKMeansClusterer

public FuzzyKMeansClusterer()
Method Detail

computePi

public Vector computePi(Collection<SoftCluster> clusters,
                        List<Double> clusterDistanceList)

computeProbWeight

public double computeProbWeight(double clusterDistance,
                                Iterable<Double> clusterDistanceList)
Computes the probability of a point belonging to a cluster


setM

public void setM(double m)


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