Configuration for fitter scenarios using density estimation. More...

#include <FitterConfigurationDensityEstimation.hpp>

Inheritance diagram for sgpp::datadriven::FitterConfigurationDensityEstimation:

Public Member Functions
FitterConfiguration *	clone () const override
	Polymorphic clone pattern.

	FitterConfigurationDensityEstimation ()=default

void	readParams (const DataMiningConfigParser &parser) override
	First setup default values, then read new input values from configuration file.

void	setupDefaults () override
	set default values for all members based on the desired scenario.

Public Member Functions inherited from sgpp::datadriven::FitterConfiguration
void	dumpToStream (std::ostream &stream_out=std::cout) const
	print out all parameters to stream

	FitterConfiguration ()=default
	Sets up a Fitter configuration with its default values.

	FitterConfiguration (const FitterConfiguration &rhs)=default
	Copy constructor.

	FitterConfiguration (FitterConfiguration &&rhs)=default
	Move constructor.

datadriven::CrossvalidationConfiguration &	getCrossvalidationConfig ()
	Get or set how the crossvalidation should behave.

const datadriven::CrossvalidationConfiguration &	getCrossvalidationConfig () const
	Get how the crossvalidation should behave.

const datadriven::DatabaseConfiguration &	getDatabaseConfig () const
	Returns the database configuration, i.e.

datadriven::DensityEstimationConfiguration &	getDensityEstimationConfig ()
	Get or set how the density estimation should behave.

const datadriven::DensityEstimationConfiguration &	getDensityEstimationConfig () const
	Get how the density estimation should behave.

const datadriven::GeometryConfiguration &	getGeometryConfig () const

base::GeneralGridConfiguration &	getGridConfig ()
	Get or set initial conditions for the grid before adaptive refinement.

const base::GeneralGridConfiguration &	getGridConfig () const
	Get initial conditions for the grid before adaptive refinement.

const datadriven::LearnerConfiguration &	getLearnerConfig () const
	Returns the configuration for the learner's behaviour.

datadriven::OperationMultipleEvalConfiguration &	getMultipleEvalConfig ()
	Get or set implementation (openMP, MPI, GPU) that should be used for sgpp::base::OperationMultipleEval.

const datadriven::OperationMultipleEvalConfiguration &	getMultipleEvalConfig () const
	Get implementation (openMP, MPI, GPU) that should be used for sgpp::base::OperationMultipleEval.

const datadriven::ParallelConfiguration &	getParallelConfig () const
	Returns the configuration for parallelization with ScaLAPACK.

base::AdaptivityConfiguration &	getRefinementConfig ()
	Get or set how the adaptivity algorithms for the grid should behave.

const base::AdaptivityConfiguration &	getRefinementConfig () const
	Get how the adaptivity algorithms for the grid should behave.

datadriven::RegularizationConfiguration &	getRegularizationConfig ()
	Get or set the type of regularization operation to use.

const datadriven::RegularizationConfiguration &	getRegularizationConfig () const
	Get the type of regularization operation to use.

solver::SLESolverConfiguration &	getSolverFinalConfig ()
	Get or set configuration for the linear system solver when solving the final, refined system.

const solver::SLESolverConfiguration &	getSolverFinalConfig () const
	Get configuration for the linear system solver when solving the final, refined system.

solver::SLESolverConfiguration &	getSolverRefineConfig ()
	Get or set configuration for the linear system solver which should be used while building adaptive grids.

const solver::SLESolverConfiguration &	getSolverRefineConfig () const
	Get configuration for the linear system solver which should be used while building adaptive grids.

FitterConfiguration &	operator= (const FitterConfiguration &rhs)=default
	Copy assign operator.

FitterConfiguration &	operator= (FitterConfiguration &&rhs)=default
	Move assign operator.

virtual	~FitterConfiguration ()=default
	virtual destructor.

Additional Inherited Members
Protected Attributes inherited from sgpp::datadriven::FitterConfiguration
base::AdaptivityConfiguration	adaptivityConfig
	Configure how the adaptivity algorithms for the grid should behave.

datadriven::CrossvalidationConfiguration	crossvalidationConfig
	Configure how the crossvalidation should behave.

datadriven::DatabaseConfiguration	databaseConfig
	Configure where the lhs datamatrix decomposition database is stored.

datadriven::DensityEstimationConfiguration	densityEstimationConfig
	Configure how the density estimation should behave.

datadriven::GeometryConfiguration	geometryConfig

base::GeneralGridConfiguration	gridConfig
	Initial conditions for the grid before adaptive refinement.

datadriven::LearnerConfiguration	learnerConfig
	Configuration for the learner's behaviour.

datadriven::OperationMultipleEvalConfiguration	multipleEvalConfig
	Determine implementation (openMP, MPI, GPU) that should be used for sgpp::base::OperationMultipleEval.

datadriven::ParallelConfiguration	parallelConfig
	Configuration for parallelization with ScaLAPACK.

datadriven::RegularizationConfiguration	regularizationConfig
	Set the type of regularization operation to use and specify the influence of the regularization term vs data term from 0 (no regularization) to 1 (no data term).

solver::SLESolverConfiguration	solverFinalConfig
	Configuration for the linear system solver when solving the final, refined system.

solver::SLESolverConfiguration	solverRefineConfig
	Configuration for the linear system solver which should be used while building adaptive grids.