org.apache.mahout.clustering.fuzzykmeans

Class FuzzyKMeansClusterer

java.lang.Object

org.apache.mahout.clustering.fuzzykmeans.FuzzyKMeansClusterer

public class FuzzyKMeansClusterer
extends Object

Constructor Summary

Constructors

Constructor and Description
FuzzyKMeansClusterer()

Method Summary

Methods

Modifier and Type	Method and Description
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)