Detailed Description

Abstract base class for regression.

Public Member Functions
	Regression (int dimFeatures)

void	train (const std::vector< std::vector< float > > &data, const std::vector< float > &labels)

virtual void	train (float *data, const float labels, size_t nData)=0

float	predict (const std::vector< float > &data) const

virtual float	predict (const float *data) const =0

virtual float	computeResiduals (float *data, const float labels, size_t nData) const

void	configure (const Properties *p) override
	Configure this object instance by de-serializing the given Properties.

void	configuration (Properties *p) const override
	Serialize the current object configuration into the given Properties object.

const float *	weights () const

Public Member Functions inherited from Configurable
virtual void	configureDefaults ()
	Retrieve the properties of this object, replaces values with their defaults and sets it again.

void	registerParameter (ParameterBase *param)
	Register the given Parameter or SubProperty, so that it will be configured during configure()/configuration().

void	unregisterParameter (const ParameterBase *param)
	Remove the given Parameter or SubProperty from the list of registered parameters.

	Configurable (const Configurable &rhs)

	Configurable (Configurable &&rhs) noexcept

Configurable &	operator= (const Configurable &)

Configurable &	operator= (Configurable &&) noexcept

Protected Member Functions
virtual void	initializeWeights ()

void	trainBalanced (float *data, const float labels, size_t nData)

void	generateBalancedData (float *features, const float labels, size_t nData, float *&balancedFeatures, float &balancedLabels, size_t &balancedNbData)

Protected Attributes
int	m_dimFeatures

std::vector< float >	m_weights

bool	m_rebalanceDataset

Protected Attributes inherited from Configurable
std::vector< Param >	m_params
	List of all registered Parameter and SubProperty instances.

Additional Inherited Members
Public Attributes inherited from Configurable
Signal	signalParametersChanged
	Emitted whenever one of the registered Parameters' or SubPropertys' `signalValueChanged` signal was emitted.

Member Function Documentation

void configure ( const Properties * p )

overridevirtual

Configure this object instance by de-serializing the given Properties.

The default implementation will do so automatically for all registered Parameter and SubProperty instances.

Reimplemented from Configurable.

void configuration ( Properties * p ) const

overridevirtual

Serialize the current object configuration into the given Properties object.

The default implementation will do so automatically for all registered Parameter and SubProperty instances.

Reimplemented from Configurable.

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