Package org.palladiosimulator.dependability.ml.sensitivity.api

Class MLSensitivityAnalyser

java.lang.Object

org.palladiosimulator.dependability.ml.sensitivity.api.MLSensitivityAnalyser

public class MLSensitivityAnalyser
extends Object

Constructor Summary

Constructors

Constructor	Description
MLSensitivityAnalyser()

Method Summary

Modifier and Type	Method	Description
static SensitivityModel	analyse(SensitivityAnalysisConfig config, tools.mdsd.probdist.api.factory.IProbabilityDistributionFactory<tools.mdsd.probdist.api.entity.CategoricalValue> probabilityDistributionFactory, Optional<tools.mdsd.probdist.api.random.ISeedProvider> seedProvider)
static void	analyseAndSave(SensitivityAnalysisConfig config, tools.mdsd.probdist.api.factory.IProbabilityDistributionFactory<tools.mdsd.probdist.api.entity.CategoricalValue> probabilityDistributionFactory, Optional<tools.mdsd.probdist.api.random.ISeedProvider> seedProvider)
protected static Optional<TrainedModel>	findAnalysableModelWith(String name)
static Optional<PropertyMeasure>	findAnalysablePropertyMeasureWith(String id)
protected static Optional<MLSensitivityAnalysisStrategy>	findAnalysisStrategyWith(String name)
static Set<String>	getAnalysableModelNames()
static Set<PropertyMeasure>	getAnalysablePropertyMeasures()
static Set<String>	getAnalysisStrategyNames()
static void	registerAnalysableModel(TrainedModel model)
static void	registerAnalysableProperties(PropertyMeasure property)
static void	registerAnalysisStrategy(MLSensitivityAnalysisStrategy strategy)

Methods inherited from class java.lang.Object

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

Constructor Details

MLSensitivityAnalyser

public MLSensitivityAnalyser()

Method Details

findAnalysableModelWith

protected static Optional<TrainedModel> findAnalysableModelWith(String name)

findAnalysablePropertyMeasureWith

public static Optional<PropertyMeasure> findAnalysablePropertyMeasureWith(String id)

findAnalysisStrategyWith

protected static Optional<MLSensitivityAnalysisStrategy> findAnalysisStrategyWith(String name)

registerAnalysableProperties

public static void registerAnalysableProperties(PropertyMeasure property)

registerAnalysableModel

public static void registerAnalysableModel(TrainedModel model)

registerAnalysisStrategy

public static void registerAnalysisStrategy(MLSensitivityAnalysisStrategy strategy)

getAnalysablePropertyMeasures

public static Set<PropertyMeasure> getAnalysablePropertyMeasures()

getAnalysableModelNames

public static Set<String> getAnalysableModelNames()

getAnalysisStrategyNames

public static Set<String> getAnalysisStrategyNames()

analyse

public static SensitivityModel analyse(SensitivityAnalysisConfig config,
 tools.mdsd.probdist.api.factory.IProbabilityDistributionFactory<tools.mdsd.probdist.api.entity.CategoricalValue> probabilityDistributionFactory,
 Optional<tools.mdsd.probdist.api.random.ISeedProvider> seedProvider)

analyseAndSave

public static void analyseAndSave(SensitivityAnalysisConfig config,
 tools.mdsd.probdist.api.factory.IProbabilityDistributionFactory<tools.mdsd.probdist.api.entity.CategoricalValue> probabilityDistributionFactory,
 Optional<tools.mdsd.probdist.api.random.ISeedProvider> seedProvider)