sgpp::datadriven::CrossvalidationForRegularizationConfiguration Struct Reference

#include <SparseGridDensityEstimator.hpp>

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

Member Data Documentation

enable_

bool sgpp::datadriven::CrossvalidationForRegularizationConfiguration::enable_

Referenced by sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimator::initialize(), and sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration().

kfold_

size_t sgpp::datadriven::CrossvalidationForRegularizationConfiguration::kfold_

Referenced by sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimator::optimizeLambdaCV(), sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration(), and sgpp::datadriven::SparseGridDensityEstimator::splitset().

lambda_

double sgpp::datadriven::CrossvalidationForRegularizationConfiguration::lambda_

Referenced by sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimator::initialize(), and sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration().

lambdaEnd_

double sgpp::datadriven::CrossvalidationForRegularizationConfiguration::lambdaEnd_

Referenced by sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimator::optimizeLambdaCV(), and sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration().

lambdaStart_

double sgpp::datadriven::CrossvalidationForRegularizationConfiguration::lambdaStart_

Referenced by sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimator::optimizeLambdaCV(), and sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration().

lambdaSteps_

size_t sgpp::datadriven::CrossvalidationForRegularizationConfiguration::lambdaSteps_

Referenced by sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimator::optimizeLambdaCV(), and sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration().

logScale_

bool sgpp::datadriven::CrossvalidationForRegularizationConfiguration::logScale_

Referenced by sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimator::optimizeLambdaCV(), and sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration().

seed_

int sgpp::datadriven::CrossvalidationForRegularizationConfiguration::seed_

Referenced by sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration(), and sgpp::datadriven::SparseGridDensityEstimator::splitset().

shuffle_

bool sgpp::datadriven::CrossvalidationForRegularizationConfiguration::shuffle_

Referenced by sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration(), and sgpp::datadriven::SparseGridDensityEstimator::splitset().

silent_

bool sgpp::datadriven::CrossvalidationForRegularizationConfiguration::silent_

Referenced by sgpp::datadriven::SparseGridDensityEstimatorConfiguration::initConfig(), sgpp::datadriven::SparseGridDensityEstimator::optimizeLambdaCV(), sgpp::datadriven::SparseGridDensityEstimatorConfiguration::SparseGridDensityEstimatorConfiguration(), sgpp::datadriven::SparseGridDensityEstimator::splitset(), and sgpp::datadriven::SparseGridDensityEstimator::train().

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

• datadriven/src/sgpp/datadriven/application/SparseGridDensityEstimator.hpp