sgpp::datadriven::CrossvalidationConfiguration Struct Reference

#include <CrossvalidationConfiguration.hpp>

Public Attributes
bool	enable_ = false
size_t	kfold_ = 5
double	lambda_
double	lambdaEnd_
double	lambdaStart_
size_t	lambdaSteps_
bool	logScale_
int	seed_
bool	shuffle_
bool	silent_

Member Data Documentation

enable_

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

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

kfold_

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

Referenced by 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(), and sgpp::datadriven::LearnerSGDE::splitset().

lambda_

double sgpp::datadriven::CrossvalidationConfiguration::lambda_

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

lambdaEnd_

double sgpp::datadriven::CrossvalidationConfiguration::lambdaEnd_

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

lambdaStart_

double sgpp::datadriven::CrossvalidationConfiguration::lambdaStart_

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

lambdaSteps_

size_t sgpp::datadriven::CrossvalidationConfiguration::lambdaSteps_

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

logScale_

bool sgpp::datadriven::CrossvalidationConfiguration::logScale_

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

seed_

int sgpp::datadriven::CrossvalidationConfiguration::seed_

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

shuffle_

bool sgpp::datadriven::CrossvalidationConfiguration::shuffle_

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

silent_

bool sgpp::datadriven::CrossvalidationConfiguration::silent_

Referenced by sgpp::datadriven::DataMiningConfigParser::getFitterCrossvalidationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), sgpp::datadriven::LearnerSGDE::optimizeLambdaCV(), 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