sgpp::datadriven::ScorerFactory Class Reference

Factory to build the scorer. More...

#include <ScorerFactory.hpp>

Public Member Functions
Scorer *	buildRegularizationScorer (const RegularizationConfiguration &config)
	Assemble a sgpp::datadriven::Scorer for regularization optimization based on the configuration.
Scorer *	buildScorer (const DataMiningConfigParser &parser)
	Assemble a sgpp::datadriven::Scorer object based on the configuration.
	ScorerFactory ()=default
	Default constructor.
	~ScorerFactory ()=default
	Destructor.

Protected Member Functions
Metric *	buildMetric (ScorerMetricType config) const
	Build a sgpp::datadriven::Metric object based on the given metric type enum value.
Metric *	buildRegularizationMetric (RegularizationMetricType config) const
	Build a sgpp::datadriven::Metric object based on the given metric type enum value.

Detailed Description

Factory to build the scorer.

Constructor & Destructor Documentation

ScorerFactory()

sgpp::datadriven::ScorerFactory::ScorerFactory ( )

default

Default constructor.

~ScorerFactory()

sgpp::datadriven::ScorerFactory::~ScorerFactory ( )

default

Destructor.

Member Function Documentation

buildMetric()

Metric * sgpp::datadriven::ScorerFactory::buildMetric ( ScorerMetricType  config ) const

protected

Build a sgpp::datadriven::Metric object based on the given metric type enum value.

Parameters

config

sgpp::datadriven::ScorerMetricType describing which sgpp::datadriven::Metric to generate.

Returns

Fully configured instance of a sgpp::datadriven::Metric object.

References sgpp::datadriven::accuracy, sgpp::datadriven::mse, and sgpp::datadriven::nll.

Referenced by buildScorer().

buildRegularizationMetric()

Metric * sgpp::datadriven::ScorerFactory::buildRegularizationMetric ( RegularizationMetricType  config ) const

protected

Build a sgpp::datadriven::Metric object based on the given metric type enum value.

Parameters

config

sgpp::datadriven::RegularizationMetricType describing which sgpp::datadriven::Metric to generate.

Returns

Fully configured instance of a sgpp::datadriven::Metric object.

References sgpp::datadriven::accuracy, sgpp::datadriven::mse, sgpp::datadriven::nll, and sgpp::datadriven::residual.

Referenced by buildRegularizationScorer().

buildRegularizationScorer()

Scorer * sgpp::datadriven::ScorerFactory::buildRegularizationScorer

(

const RegularizationConfiguration &

config

)

Assemble a sgpp::datadriven::Scorer for regularization optimization based on the configuration.

Parameters

config

regularization config

Returns

Fully configured instance of a sgpp::datadriven::Scorer object.

References buildRegularizationMetric(), and sgpp::datadriven::RegularizationConfiguration::regularizationMetric_.

buildScorer()

Scorer * sgpp::datadriven::ScorerFactory::buildScorer

(

const DataMiningConfigParser &

parser

)

Assemble a sgpp::datadriven::Scorer object based on the configuration.

Parameters

parser

Instance of sgpp::datadriven::DataMiningConfigParser that reads the required data from the config file.

Returns

Fully configured instance of a sgpp::datadriven::Scorer object.

References buildMetric(), and sgpp::datadriven::ScorerConfiguration::metric_.

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The documentation for this class was generated from the following files:

• datadriven/src/sgpp/datadriven/datamining/builder/ScorerFactory.hpp
• datadriven/src/sgpp/datadriven/datamining/builder/ScorerFactory.cpp