com.rapidminer.operator.clustering
Class FlatFuzzyClusterModel

java.lang.Object
  com.rapidminer.operator.AbstractIOObject
      com.rapidminer.operator.ResultObjectAdapter
          com.rapidminer.operator.clustering.ClusterModel
              com.rapidminer.operator.clustering.FlatFuzzyClusterModel

All Implemented Interfaces:

IOObject, ResultObject, Saveable, LoggingHandler, java.io.Serializable

public class FlatFuzzyClusterModel
extends ClusterModel

This class represents a stadard implementation of a flat, fuzzy clustering.

Author:

Regina Fritsch

See Also:

Serialized Form

Field Summary

Fields inherited from class com.rapidminer.operator.clustering.ClusterModel

UNASSIGNABLE

Constructor Summary

FlatFuzzyClusterModel(int k)

Method Summary

void	clearClusterStandardDeviations()
double[][]	getClusterCovarianceMatrix(int cluster)
double[]	getClusterMean(int cluster)
double	getClusterProbability(int cluster)
double	getClusterStandardDeviation(int cluster)
double	getExampleInClusterProbability(int example, int cluster)
void	setClusterCovarianceMatrix(int cluster, double[][] matrix)
void	setClusterMean(int cluster, double[] value)
void	setClusterProbability(int cluster, double value)
void	setClusterStandardDeviation(int cluster, double value)
void	setExampleInClusterProbability(double[][] exampleInClusterProbability)
java.lang.String	toString()

Methods inherited from class com.rapidminer.operator.clustering.ClusterModel

checkCapabilities, getCluster, getClusterAssignments, getClusterIndexOfId, getClusters, getExtension, getFileDescription, getName, getNumberOfClusters, setClusterAssignments

Methods inherited from class com.rapidminer.operator.ResultObjectAdapter

addAction, getActions, getResultIcon, getVisualizationComponent, isSavable, log, logError, logNote, logWarning, save, toHTML, toResultString

Methods inherited from class com.rapidminer.operator.AbstractIOObject

copy, getLog, getSource, initWriting, read, setLoggingHandler, setSource, write

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.rapidminer.operator.IOObject

copy, getLog, getSource, setLoggingHandler, setSource, write

Constructor Detail

FlatFuzzyClusterModel

public FlatFuzzyClusterModel(int k)

Method Detail

getExampleInClusterProbability

public double getExampleInClusterProbability(int example,
                                             int cluster)

setExampleInClusterProbability

public void setExampleInClusterProbability(double[][] exampleInClusterProbability)

getClusterMean

public double[] getClusterMean(int cluster)

setClusterMean

public void setClusterMean(int cluster,
                           double[] value)

getClusterProbability

public double getClusterProbability(int cluster)

setClusterProbability

public void setClusterProbability(int cluster,
                                  double value)

getClusterStandardDeviation

public double getClusterStandardDeviation(int cluster)

setClusterStandardDeviation

public void setClusterStandardDeviation(int cluster,
                                        double value)

clearClusterStandardDeviations

public void clearClusterStandardDeviations()

getClusterCovarianceMatrix

public double[][] getClusterCovarianceMatrix(int cluster)

setClusterCovarianceMatrix

public void setClusterCovarianceMatrix(int cluster,
                                       double[][] matrix)

toString

public java.lang.String toString()

Overrides:

toString in class ClusterModel