sgpp::datadriven::MetaLearner Class Reference

#include <MetaLearner.hpp>

Public Member Functions
base::DataVector &	getLearnedAlpha ()
sgpp::base::Grid &	getLearnedGrid ()
LearnerTiming	getLearnerReferenceTiming ()
LearnerTiming	getLearnerTiming ()
void	learn (sgpp::datadriven::OperationMultipleEvalConfiguration &operationConfiguration, std::string &datasetFileName, bool isRegression=true)
double	learnAndCompare (sgpp::datadriven::OperationMultipleEvalConfiguration &operationConfiguration, std::string &datasetFileName, size_t gridGranularity)
double	learnAndCompareString (sgpp::datadriven::OperationMultipleEvalConfiguration &operationConfiguration, std::string &content, size_t gridGranularity)
void	learnAndTest (sgpp::datadriven::OperationMultipleEvalConfiguration &operationConfiguration, std::string &datasetFileName, std::string &testFileName, bool isRegression=true)
void	learnAndTestString (sgpp::datadriven::OperationMultipleEvalConfiguration &operationConfiguration, std::string &dataContent, std::string &testContent, bool isRegression=true)
void	learnReference (std::string &fileName, bool isRegression=true)
void	learnReferenceString (std::string &content, bool isRegression=true)
void	learnString (sgpp::datadriven::OperationMultipleEvalConfiguration &operationConfiguration, std::string &content, bool isRegression=true)
	MetaLearner ()=delete
	MetaLearner (sgpp::base::RegularGridConfiguration gridConfig, sgpp::solver::SLESolverConfiguration solverConfig, sgpp::solver::SLESolverConfiguration solverFinalStep, sgpp::base::AdaptivityConfiguration adaptivityConfig, double lambda, bool verbose=false)
	~MetaLearner ()

Constructor & Destructor Documentation

MetaLearner() [1/2]

sgpp::datadriven::MetaLearner::MetaLearner ( )

delete

MetaLearner() [2/2]

sgpp::datadriven::MetaLearner::MetaLearner	(	sgpp::base::RegularGridConfiguration	gridConfig,
		sgpp::solver::SLESolverConfiguration	solverConfig,
		sgpp::solver::SLESolverConfiguration	solverFinalStep,
		sgpp::base::AdaptivityConfiguration	adaptivityConfig,
		double	lambda,
		bool	verbose = false
	)

References adaptivityConfig, and lambda.

~MetaLearner()

sgpp::datadriven::MetaLearner::~MetaLearner ( )

inline

Member Function Documentation

getLearnedAlpha()

base::DataVector & sgpp::datadriven::MetaLearner::getLearnedAlpha

(

)

Referenced by main().

getLearnedGrid()

base::Grid & sgpp::datadriven::MetaLearner::getLearnedGrid

(

)

getLearnerReferenceTiming()

LearnerTiming sgpp::datadriven::MetaLearner::getLearnerReferenceTiming

(

)

getLearnerTiming()

LearnerTiming sgpp::datadriven::MetaLearner::getLearnerTiming

(

)

Referenced by main().

learn()

void sgpp::datadriven::MetaLearner::learn	(	sgpp::datadriven::OperationMultipleEvalConfiguration &	operationConfiguration,
		std::string &	datasetFileName,
		bool	isRegression = true
	)

References learnString().

Referenced by main(), and main().

learnAndCompare()

double sgpp::datadriven::MetaLearner::learnAndCompare	(	sgpp::datadriven::OperationMultipleEvalConfiguration &	operationConfiguration,
		std::string &	datasetFileName,
		size_t	gridGranularity
	)

References learnAndCompareString().

Referenced by main().

learnAndCompareString()

double sgpp::datadriven::MetaLearner::learnAndCompareString	(	sgpp::datadriven::OperationMultipleEvalConfiguration &	operationConfiguration,
		std::string &	content,
		size_t	gridGranularity
	)

References sgpp::base::DataMatrix::appendRow(), sgpp::base::GeneralGridConfiguration::dim_, sgpp::base::DataVector::get(), sgpp::base::DataMatrix::getNrows(), sgpp::base::DataVector::getSize(), learnReferenceString(), and learnString().

Referenced by learnAndCompare().

learnAndTest()

void sgpp::datadriven::MetaLearner::learnAndTest	(	sgpp::datadriven::OperationMultipleEvalConfiguration &	operationConfiguration,
		std::string &	datasetFileName,
		std::string &	testFileName,
		bool	isRegression = true
	)

References learnAndTestString().

Referenced by main().

learnAndTestString()

void sgpp::datadriven::MetaLearner::learnAndTestString	(	sgpp::datadriven::OperationMultipleEvalConfiguration &	operationConfiguration,
		std::string &	dataContent,
		std::string &	testContent,
		bool	isRegression = true
	)

References sgpp::base::GeneralGridConfiguration::dim_, sgpp::base::DataVector::get(), sgpp::datadriven::Dataset::getData(), sgpp::datadriven::Dataset::getDimension(), sgpp::base::DataMatrix::getNrows(), sgpp::datadriven::Dataset::getNumberInstances(), sgpp::base::DataVector::getSize(), sgpp::datadriven::Dataset::getTargets(), learnString(), sgpp::datadriven::mse, and sgpp::datadriven::ARFFTools::readARFFFromString().

Referenced by learnAndTest().

learnReference()

void sgpp::datadriven::MetaLearner::learnReference	(	std::string &	fileName,
		bool	isRegression = true
	)

References learnReferenceString().

learnReferenceString()

void sgpp::datadriven::MetaLearner::learnReferenceString	(	std::string &	content,
		bool	isRegression = true
	)

References dataset, sgpp::datadriven::DEFAULT, sgpp::base::GeneralGridConfiguration::dim_, sgpp::datadriven::Dataset::getData(), sgpp::datadriven::Dataset::getDimension(), sgpp::datadriven::Dataset::getNumberInstances(), sgpp::datadriven::Dataset::getTargets(), sgpp::datadriven::NONE, sgpp::datadriven::ARFFTools::readARFFFromString(), and trainingData.

Referenced by learnAndCompareString(), and learnReference().

learnString()

void sgpp::datadriven::MetaLearner::learnString	(	sgpp::datadriven::OperationMultipleEvalConfiguration &	operationConfiguration,
		std::string &	content,
		bool	isRegression = true
	)

References dataset, sgpp::base::GeneralGridConfiguration::dim_, sgpp::datadriven::Dataset::getData(), sgpp::datadriven::Dataset::getDimension(), sgpp::datadriven::Dataset::getNumberInstances(), sgpp::datadriven::Dataset::getTargets(), sgpp::datadriven::ARFFTools::readARFFFromString(), and trainingData.

Referenced by learn(), learnAndCompareString(), and learnAndTestString().

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The documentation for this class was generated from the following files:

• datadriven/src/sgpp/datadriven/application/MetaLearner.hpp
• datadriven/src/sgpp/datadriven/application/MetaLearner.cpp