unbbayes.evaluation
Class EvaluationAnalysis

java.lang.Object
  unbbayes.evaluation.EvaluationAnalysis

public class EvaluationAnalysis
extends Object

Nested Class Summary

static class

EvaluationAnalysis.EvaluationAnalysisOption

Field Summary

protected IEvaluation	evaluation
protected ProbabilisticNetwork	net
protected int	statesProduct

Constructor Summary

EvaluationAnalysis()

Method Summary

void	computeErrorBySampleSize(String netFileName, List<String> targetNodeNameList, List<String> evidenceNodeNameList, float exactPcc)
void	computeExactSampleSize(String netFileName, List<String> targetNodeNameList, List<String> evidenceNodeNameList)
void	computeSampleSizeByErrorVariance(String netFileName, List<String> targetNodeNameList, List<String> evidenceNodeNameList, float error, float exactPcc)
protected void	computeStatesProduct(List<String> targetNodeNameList, List<String> evidenceNodeNameList) Computes the product of all states.
protected void	loadNetwork(String netFileName)
static void	main(String[] args)
float	mean(float[] values)
static void	run(List<String> targetNodeNameList, List<String> evidenceNodeNameList, float exactPcc, String netFileName)
static void	runCorrectAirIDModel()
static void	runWrongAirIDModel()
float	variance(float[] values)

Methods inherited from class java.lang.Object

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

Field Detail

net

protected ProbabilisticNetwork net

statesProduct

protected int statesProduct

evaluation

protected IEvaluation evaluation

Constructor Detail

EvaluationAnalysis

public EvaluationAnalysis()

Method Detail

computeErrorBySampleSize

public void computeErrorBySampleSize(String netFileName,
                                     List<String> targetNodeNameList,
                                     List<String> evidenceNodeNameList,
                                     float exactPcc)
                              throws Exception

Throws:

Exception

mean

public float mean(float[] values)

variance

public float variance(float[] values)

computeSampleSizeByErrorVariance

public void computeSampleSizeByErrorVariance(String netFileName,
                                             List<String> targetNodeNameList,
                                             List<String> evidenceNodeNameList,
                                             float error,
                                             float exactPcc)
                                      throws Exception

Throws:

Exception

computeExactSampleSize

public void computeExactSampleSize(String netFileName,
                                   List<String> targetNodeNameList,
                                   List<String> evidenceNodeNameList)
                            throws Exception

Throws:

Exception

computeStatesProduct

protected void computeStatesProduct(List<String> targetNodeNameList,
                                    List<String> evidenceNodeNameList)

Computes the product of all states.

loadNetwork

protected void loadNetwork(String netFileName)
                    throws LoadException,
                           IOException

Throws:

LoadException

IOException

runCorrectAirIDModel

public static void runCorrectAirIDModel()
                                 throws Exception

Throws:

Exception

runWrongAirIDModel

public static void runWrongAirIDModel()
                               throws Exception

Throws:

Exception

main

public static void main(String[] args)
                 throws Exception

Throws:

Exception

run

public static void run(List<String> targetNodeNameList,
                       List<String> evidenceNodeNameList,
                       float exactPcc,
                       String netFileName)
                throws Exception

Throws:

Exception