edu.ksu.cis.bnj.bbn.inference.approximate.sampling
Class ChavezMCMC

java.lang.Object
  edu.ksu.cis.bnj.bbn.inference.Inference
      edu.ksu.cis.bnj.bbn.inference.ApproximateInference
          edu.ksu.cis.bnj.bbn.inference.approximate.sampling.MCMC
              edu.ksu.cis.bnj.bbn.inference.approximate.sampling.ChavezMCMC

All Implemented Interfaces:

DataGenerator, Optionable

public class ChavezMCMC

extends MCMC

Chavez MCMC method

Author:

Roby Joehanes

Field Summary

static int	defaultUpdateIteration
protected int	updateIteration

Fields inherited from class edu.ksu.cis.bnj.bbn.inference.approximate.sampling.MCMC

abort, abortTimer, defaultMaxIteration, generateSamples, listeners, maxIteration, NO_TIME_LIMIT, OPT_GENERATE_DATA, OPT_MAX_ITERATION, OPT_RUNNING_TIME_LIMIT, OPT_USE_MARKOV_BLANKET, random, runningTimeLimit, tuples, useMarkovBlanketScore

Fields inherited from class edu.ksu.cis.bnj.bbn.inference.ApproximateInference

rmseWriter

Fields inherited from class edu.ksu.cis.bnj.bbn.inference.Inference

graph, inferenceClassName, MAP, MARGINALS, marginalsResult, MPE, OPT_RUN_TYPE, options

Fields inherited from interface edu.ksu.cis.kdd.util.gui.Optionable

OPT_OUTPUT_FILE

Constructor Summary

ChavezMCMC()

ChavezMCMC(BBNGraph g)

Method Summary

InferenceResult	getMarginals() Getting the result of the marginals (i.e. the belief revision)
java.lang.String	getName()
int	getUpdateIteration()
static void	main(java.lang.String[] args)
void	setUpdateIteration(int updateIteration) Sets the updateIteration.

Methods inherited from class edu.ksu.cis.bnj.bbn.inference.approximate.sampling.MCMC

abort, addListener, cancelAbortTimer, generateData, generateData, getData, getDefaultOptions, getMarkovBlanketScore, getMaxIteration, getOptionsDialog, getRunningTimeLimit, isUseMarkovBlanketScore, removeListener, sendEvent, setAbortTimer, setMaxIteration, setRunningTimeLimit, setUseMarkovBlanketScore

Methods inherited from class edu.ksu.cis.bnj.bbn.inference.ApproximateInference

computeRMSE, getRMSEWriter, setRMSEfile

Methods inherited from class edu.ksu.cis.bnj.bbn.inference.Inference

execute, getCurrentOptions, getGraph, getMAP, getMarginalsResult, getMPE, getOutputFile, getRunType, load, setGraph, setOption, setOptions, setOutputFile, setRunType

Methods inherited from class java.lang.Object

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

Field Detail

defaultUpdateIteration

public static final int defaultUpdateIteration

See Also:

Constant Field Values

updateIteration

protected int updateIteration

Constructor Detail

ChavezMCMC

public ChavezMCMC()

ChavezMCMC

public ChavezMCMC(BBNGraph g)

Parameters:

g -

Method Detail

getName

public java.lang.String getName()

Specified by:

getName in interface DataGenerator

Specified by:

getName in class Inference

getMarginals

public InferenceResult getMarginals()

Description copied from class: Inference

Getting the result of the marginals (i.e. the belief revision)

Specified by:

getMarginals in class Inference

Returns:

InferenceResult The marginals

See Also:

Inference.getMarginals()

getUpdateIteration

public int getUpdateIteration()

Returns:

int

setUpdateIteration

public void setUpdateIteration(int updateIteration)

Sets the updateIteration.

Parameters:

updateIteration - The updateIteration to set

main

public static void main(java.lang.String[] args)