sgpp::datadriven::CrossvalidationConfiguration Struct Reference

#include <CrossvalidationConfiguration.hpp>

Public Attributes
bool	enable_ = false
size_t	kfold_ = 5
double	lambda_ = 1e-3
double	lambdaEnd_ = 1e-3
double	lambdaStart_ = 1e-3
size_t	lambdaSteps_ = 0
bool	logScale_ = false
int	seed_ = 0
bool	shuffle_ = false
bool	silent_ = true

Member Data Documentation

enable_

bool sgpp::datadriven::CrossvalidationConfiguration::enable_ = false

Referenced by sgpp::datadriven::RosenblattTransformation::createSGDELearner(), sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::LearnerSGDE::initialize(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

kfold_

size_t sgpp::datadriven::CrossvalidationConfiguration::kfold_ = 5

Referenced by sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataShufflingFunctorCrossValidation::getCurrentFoldSize(), sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::SparseGridMinerCrossValidation::learn(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), sgpp::datadriven::DataShufflingFunctorCrossValidation::operator()(), sgpp::datadriven::LearnerSGDE::optimizeLambdaCV(), sgpp::datadriven::DataShufflingFunctorCrossValidation::setFold(), sgpp::datadriven::FitterConfiguration::setupDefaults(), and sgpp::datadriven::LearnerSGDE::splitset().

lambda_

double sgpp::datadriven::CrossvalidationConfiguration::lambda_ = 1e-3

Referenced by sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::LearnerSGDE::initialize(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

lambdaEnd_

double sgpp::datadriven::CrossvalidationConfiguration::lambdaEnd_ = 1e-3

Referenced by sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), sgpp::datadriven::LearnerSGDE::optimizeLambdaCV(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

lambdaStart_

double sgpp::datadriven::CrossvalidationConfiguration::lambdaStart_ = 1e-3

Referenced by sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), sgpp::datadriven::LearnerSGDE::optimizeLambdaCV(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

lambdaSteps_

size_t sgpp::datadriven::CrossvalidationConfiguration::lambdaSteps_ = 0

Referenced by sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), sgpp::datadriven::LearnerSGDE::optimizeLambdaCV(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

logScale_

bool sgpp::datadriven::CrossvalidationConfiguration::logScale_ = false

Referenced by sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), sgpp::datadriven::LearnerSGDE::optimizeLambdaCV(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

seed_

int sgpp::datadriven::CrossvalidationConfiguration::seed_ = 0

Referenced by sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), sgpp::datadriven::FitterConfiguration::setupDefaults(), and sgpp::datadriven::LearnerSGDE::splitset().

shuffle_

bool sgpp::datadriven::CrossvalidationConfiguration::shuffle_ = false

Referenced by sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), sgpp::datadriven::FitterConfiguration::setupDefaults(), and sgpp::datadriven::LearnerSGDE::splitset().

silent_

bool sgpp::datadriven::CrossvalidationConfiguration::silent_ = true

Referenced by sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), sgpp::datadriven::LearnerSGDE::optimizeLambdaCV(), sgpp::datadriven::FitterConfiguration::setupDefaults(), sgpp::datadriven::LearnerSGDE::splitset(), and sgpp::datadriven::LearnerSGDE::train().

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The documentation for this struct was generated from the following file:

• datadriven/src/sgpp/datadriven/configuration/CrossvalidationConfiguration.hpp