netkit.inference
Class GibbsSampling

java.lang.Object
  netkit.inference.InferenceMethod
      netkit.inference.GibbsSampling

All Implemented Interfaces:

Configurable

public class GibbsSampling
extends InferenceMethod

Field Summary

protected int[][]

chains

Fields inherited from class netkit.inference.InferenceMethod

currPrior, idMatrix, initialPrior, numIterations, tmpPredict, unknown

Constructor Summary

GibbsSampling()

Method Summary

void	configure(Configuration config)
Estimate	getCurrentEstimate()
Configuration	getDefaultConfiguration()
java.lang.String	getDescription()
java.lang.String	getName()
java.lang.String	getShortName()
boolean	iterate(NetworkClassifier networkClassifier)
void	reset(java.util.Iterator<Node> unknowns)

Methods inherited from class netkit.inference.InferenceMethod

addListener, classify, classify, clearListeners, estimate, estimate, getCurrentAccuracy, getCurrentTrainingLOOAccuracy, getInitialPrior, getNofifyListeners, getNumIterations, notifyListeners, notifyListeners, notifyListeners, removeListener, savePredictions, savePredictionsInPajek, setInitialPrior, setNofityListeners, setNumIterations, setShowIterationAccuracies, setTruth

Methods inherited from class java.lang.Object

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

Field Detail

chains

protected int[][] chains

Constructor Detail

GibbsSampling

public GibbsSampling()

Method Detail

getShortName

public java.lang.String getShortName()

Specified by:

getShortName in class InferenceMethod

getName

public java.lang.String getName()

Specified by:

getName in class InferenceMethod

getDescription

public java.lang.String getDescription()

Specified by:

getDescription in class InferenceMethod

getDefaultConfiguration

public Configuration getDefaultConfiguration()

Specified by:

getDefaultConfiguration in interface Configurable

Overrides:

getDefaultConfiguration in class InferenceMethod

configure

public void configure(Configuration config)

Specified by:

configure in interface Configurable

Overrides:

configure in class InferenceMethod

reset

public void reset(java.util.Iterator<Node> unknowns)

Overrides:

reset in class InferenceMethod

getCurrentEstimate

public Estimate getCurrentEstimate()

Overrides:

getCurrentEstimate in class InferenceMethod

iterate

public boolean iterate(NetworkClassifier networkClassifier)

Specified by:

iterate in class InferenceMethod