ai.libs.mlplan.core

Interface IMLPlanBuilder

All Known Implementing Classes:

AbstractMLPlanBuilder, AbstractMLPlanSingleLabelBuilder, MLPlanMekaBuilder, MLPlanSKLearnBuilder, MLPlanWekaBuilder

public interface IMLPlanBuilder

The IMLPlanBuilder provides the general interface of an ML-Plan builder independent of the problem domain or specific library that is used for the configuration of machine learning pipelines.

Method Summary

Modifier and Type	Method and Description
MLPlanClassifierConfig	getAlgorithmConfig()
PipelineEvaluator	getClassifierEvaluationInSearchPhase(weka.core.Instances dataShownToSearch, int randomSeed, int size)
PipelineEvaluator	getClassifierEvaluationInSelectionPhase(weka.core.Instances dataShownToSearch, int randomSeed)
IClassifierFactory	getClassifierFactory()
PerformanceDBAdapter	getDBAdapter()
ai.libs.hasco.core.HASCOFactory<jaicore.search.probleminputs.GraphSearchInput<ai.libs.jaicore.planning.hierarchical.algorithms.forwarddecomposition.graphgenerators.tfd.TFDNode,java.lang.String>,ai.libs.jaicore.planning.hierarchical.algorithms.forwarddecomposition.graphgenerators.tfd.TFDNode,java.lang.String,java.lang.Double>	getHASCOFactory()
java.lang.String	getPerformanceMeasureName()
java.lang.String	getRequestedInterface()
ai.libs.jaicore.ml.weka.dataset.splitter.IDatasetSplitter	getSearchSelectionDatasetSplitter()
java.io.File	getSearchSpaceConfigFile()
boolean	getUseCache()
void	prepareNodeEvaluatorInFactoryWithData(weka.core.Instances data)

Method Detail

getSearchSelectionDatasetSplitter

ai.libs.jaicore.ml.weka.dataset.splitter.IDatasetSplitter getSearchSelectionDatasetSplitter()

getClassifierEvaluationInSearchPhase

PipelineEvaluator getClassifierEvaluationInSearchPhase(weka.core.Instances dataShownToSearch,
                                                       int randomSeed,
                                                       int size)
                                                throws ai.libs.jaicore.ml.evaluation.evaluators.weka.factory.ClassifierEvaluatorConstructionFailedException

Throws:

ai.libs.jaicore.ml.evaluation.evaluators.weka.factory.ClassifierEvaluatorConstructionFailedException

getClassifierEvaluationInSelectionPhase

PipelineEvaluator getClassifierEvaluationInSelectionPhase(weka.core.Instances dataShownToSearch,
                                                          int randomSeed)
                                                   throws ai.libs.jaicore.ml.evaluation.evaluators.weka.factory.ClassifierEvaluatorConstructionFailedException

Throws:

ai.libs.jaicore.ml.evaluation.evaluators.weka.factory.ClassifierEvaluatorConstructionFailedException

getPerformanceMeasureName

java.lang.String getPerformanceMeasureName()

getRequestedInterface

java.lang.String getRequestedInterface()

getSearchSpaceConfigFile

java.io.File getSearchSpaceConfigFile()

getClassifierFactory

IClassifierFactory getClassifierFactory()

getHASCOFactory

ai.libs.hasco.core.HASCOFactory<jaicore.search.probleminputs.GraphSearchInput<ai.libs.jaicore.planning.hierarchical.algorithms.forwarddecomposition.graphgenerators.tfd.TFDNode,java.lang.String>,ai.libs.jaicore.planning.hierarchical.algorithms.forwarddecomposition.graphgenerators.tfd.TFDNode,java.lang.String,java.lang.Double> getHASCOFactory()

getAlgorithmConfig

MLPlanClassifierConfig getAlgorithmConfig()

prepareNodeEvaluatorInFactoryWithData

void prepareNodeEvaluatorInFactoryWithData(weka.core.Instances data)

getDBAdapter

PerformanceDBAdapter getDBAdapter()

getUseCache

boolean getUseCache()