sgpp::datadriven::RegularizationConfiguration Struct Reference

#include <RegularizationConfiguration.hpp>

Public Attributes
double	exponentBase_
double	l1Ratio_
double	lambda_
RegularizationType	type_

Member Data Documentation

exponentBase_

double sgpp::datadriven::RegularizationConfiguration::exponentBase_

Referenced by sgpp::datadriven::DataMiningConfigParser::getFitterRegularizationConfig(), sgpp::datadriven::FitterConfigurationLeastSquares::setupDefaults(), and sgpp::datadriven::RegressionLearner::setWeights().

l1Ratio_

double sgpp::datadriven::RegularizationConfiguration::l1Ratio_

Referenced by sgpp::datadriven::DataMiningConfigParser::getFitterRegularizationConfig(), sgpp::datadriven::FitterConfigurationLeastSquares::setupDefaults(), and sgpp::datadriven::RegressionLearner::setWeights().

lambda_

double sgpp::datadriven::RegularizationConfiguration::lambda_

Referenced by sgpp::datadriven::DBMatOfflineGE::buildMatrix(), sgpp::datadriven::LearnerSGDEOnOffParallel::computeNewSystemMatrixDecomposition(), sgpp::datadriven::DBMatOfflineOrthoAdapt::decomposeMatrix(), sgpp::datadriven::DataMiningConfigParser::getFitterRegularizationConfig(), sgpp::datadriven::LearnerSGDEOnOffParallel::LearnerSGDEOnOffParallel(), main(), sgpp::datadriven::DBMatDatabase::putDataMatrix(), sgpp::datadriven::FitterConfigurationDensityEstimation::setupDefaults(), sgpp::datadriven::FitterConfigurationLeastSquares::setupDefaults(), and sgpp::datadriven::RegressionLearner::setWeights().

type_

RegularizationType sgpp::datadriven::RegularizationConfiguration::type_

Referenced by sgpp::datadriven::DBMatOfflineGE::buildMatrix(), sgpp::datadriven::SparseGridDensityEstimator::computeRegularizationMatrix(), sgpp::datadriven::LearnerSGDE::computeRegularizationMatrix(), sgpp::datadriven::RosenblattTransformation::createSGDELearner(), sgpp::datadriven::DataMiningConfigParser::getFitterRegularizationConfig(), sgpp::datadriven::LearnerSGDEConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::LearnerSGDEConfiguration::LearnerSGDEConfiguration(), main(), sgpp::datadriven::FitterConfigurationLeastSquares::setupDefaults(), sgpp::datadriven::FitterConfigurationDensityEstimation::setupDefaults(), sgpp::datadriven::RegressionLearner::setWeights(), and sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration().

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

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