dismec::init::MeanOfFeaturesStrategy Class Reference

Inheritance diagram for dismec::init::MeanOfFeaturesStrategy:

Public Member Functions
std::unique_ptr< WeightsInitializer >	make_initializer (const std::shared_ptr< const GenericFeatureMatrix > &features) const override
	Creats a new, thread local WeightsInitializer. More...
	SubsetFeatureMeanStrategy (std::shared_ptr< const DatasetBase > data, real_t negative_target, real_t positive_target)
Public Member Functions inherited from dismec::init::SubsetFeatureMeanStrategy
	SubsetFeatureMeanStrategy (std::shared_ptr< const DatasetBase > data, real_t negative_target, real_t positive_target)
Public Member Functions inherited from dismec::init::WeightInitializationStrategy
virtual	~WeightInitializationStrategy ()=default

Additional Inherited Members
Protected Attributes inherited from dismec::init::SubsetFeatureMeanStrategy
std::shared_ptr< const DatasetBase >	m_DataSet
DenseRealVector	m_MeanOfAllInstances
real_t	m_NegativeTarget
real_t	m_PositiveTarget

Detailed Description

Definition at line 33 of file msi.cpp.

Member Function Documentation

make_initializer()

std::unique_ptr< WeightsInitializer > MeanOfFeaturesStrategy::make_initializer ( const std::shared_ptr< const GenericFeatureMatrix > &  features ) const

overridevirtual

Creats a new, thread local WeightsInitializer.

This function will be called from the thread in which the returned WeightsInitializer will be used. It gets passed in a numa-local copy of the feature matrix.

Parameters

features

Read-only reference to the numa-local feature matrix.

Returns

A new WeightsInitializer.

Implements dismec::init::WeightInitializationStrategy.

Definition at line 86 of file msi.cpp.

References dismec::init::SubsetFeatureMeanStrategy::m_DataSet, dismec::init::SubsetFeatureMeanStrategy::m_MeanOfAllInstances, dismec::init::SubsetFeatureMeanStrategy::m_NegativeTarget, and dismec::init::SubsetFeatureMeanStrategy::m_PositiveTarget.

SubsetFeatureMeanStrategy()

SubsetFeatureMeanStrategy::SubsetFeatureMeanStrategy

Definition at line 38 of file subset.cpp.

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

• src/training/init/msi.cpp