edu.ksu.cis.bnj.bbn.learning.scorebased.gradient
Class HillClimbingARSL

java.lang.Object
  edu.ksu.cis.bnj.bbn.learning.Learner
      edu.ksu.cis.bnj.bbn.learning.ScoreBasedLearner
          edu.ksu.cis.bnj.bbn.learning.scorebased.gradient.HillClimbingSL
              edu.ksu.cis.bnj.bbn.learning.scorebased.gradient.HillClimbingARSL

All Implemented Interfaces:

Optionable

public class HillClimbingARSL

extends HillClimbingSL

Author:

Julie Thornton

Field Summary

Fields inherited from class edu.ksu.cis.bnj.bbn.learning.scorebased.gradient.HillClimbingSL

ADDED, allGraphs, allGraphScores, bbnGraph, containsCycle, curErrors, CYCLE, errors, errorType, inputFile, maxParents, maxScore, minNumChanges, NA, numOfChanges, numOfNodes, parentTable, path, previousScore, recentChange, REMOVED, REVERSED, tempScore, totalNumOfChanges

Fields inherited from class edu.ksu.cis.bnj.bbn.learning.ScoreBasedLearner

candidateScorer, defaultParentLimit, parentLimit, structureScorer

Fields inherited from class edu.ksu.cis.bnj.bbn.learning.Learner

bbnNodes, calculateCPT, data, indexTable, learnerClassName, OPT_CALCULATE_RMSE, options

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

OPT_OUTPUT_FILE

Constructor Summary

HillClimbingARSL()

HillClimbingARSL(Data data)

Method Summary

void	adversarialReweighting(double tao, int t) adversarial reweighting
BBNGraph	getGraph() The learning algorithm is here
static void	main(java.lang.String[] args)

Methods inherited from class edu.ksu.cis.bnj.bbn.learning.scorebased.gradient.HillClimbingSL

addParentsToGraph, getNetworkScore, initializeGraph, initializeNodeParents, initializeNodes, initializePossibleParents, learnGraph, printErrors, resetCPT, setGoldGraph, setResultsFile

Methods inherited from class edu.ksu.cis.bnj.bbn.learning.ScoreBasedLearner

computeCPT, getParentLimit, iterateUniqueInstantiation, setCandidateScorer, setParentLimit, setStructureScorer, setTable

Methods inherited from class edu.ksu.cis.bnj.bbn.learning.Learner

getCalculateRMSE, getCurrentOptions, getData, getDefaultOptions, getName, getOptionsDialog, getOutputFile, initialize, isCalculateCPT, load, populateNodes, processParameters, setCalculateCPT, setCalculateRMSE, setData, setOption, setOptions, setOutputFile

Methods inherited from class java.lang.Object

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

Constructor Detail

HillClimbingARSL

public HillClimbingARSL()

HillClimbingARSL

public HillClimbingARSL(Data data)

Method Detail

adversarialReweighting

public void adversarialReweighting(double tao,
                                   int t)

adversarial reweighting

getGraph

public BBNGraph getGraph()

Description copied from class: Learner

The learning algorithm is here

Overrides:

getGraph in class HillClimbingSL

main

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