sisi4s::AlternatingLeastSquaresRegularizationEstimator Class Reference

#include <RegularizedAlternatingLeastSquares.hpp>

Inheritance diagram for sisi4s::AlternatingLeastSquaresRegularizationEstimator:

Collaboration diagram for sisi4s::AlternatingLeastSquaresRegularizationEstimator:

Public Member Functions
	AlternatingLeastSquaresRegularizationEstimator ()
	AlternatingLeastSquaresRegularizationEstimator (double swampingThreshold_, double regularizationFriction_, double initialLambda_)
virtual	~AlternatingLeastSquaresRegularizationEstimator ()
double	getSwampingThreshold ()
virtual double	getLambda ()
virtual void	update (double const swampingFactor)

Protected Attributes
double	swampingThreshold
double	regularizationFriction
double	lambda

Constructor & Destructor Documentation

AlternatingLeastSquaresRegularizationEstimator() [1/2]

sisi4s::AlternatingLeastSquaresRegularizationEstimator::AlternatingLeastSquaresRegularizationEstimator ( )

inline

AlternatingLeastSquaresRegularizationEstimator() [2/2]

sisi4s::AlternatingLeastSquaresRegularizationEstimator::AlternatingLeastSquaresRegularizationEstimator ( double  swampingThreshold_, double  regularizationFriction_, double  initialLambda_  )

inline

~AlternatingLeastSquaresRegularizationEstimator()

virtual sisi4s::AlternatingLeastSquaresRegularizationEstimator::~AlternatingLeastSquaresRegularizationEstimator ( )

inlinevirtual

Member Function Documentation

getLambda()

virtual double sisi4s::AlternatingLeastSquaresRegularizationEstimator::getLambda ( )

inlinevirtual

Reimplemented in sisi4s::NoRegularizationEstimator.

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getSwampingThreshold()

double sisi4s::AlternatingLeastSquaresRegularizationEstimator::getSwampingThreshold ( )

inline

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update()

virtual void sisi4s::AlternatingLeastSquaresRegularizationEstimator::update ( double const  swampingFactor )

inlinevirtual

Reimplemented in sisi4s::NoRegularizationEstimator.

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Member Data Documentation

lambda

double sisi4s::AlternatingLeastSquaresRegularizationEstimator::lambda

protected

regularizationFriction

double sisi4s::AlternatingLeastSquaresRegularizationEstimator::regularizationFriction

protected

swampingThreshold

double sisi4s::AlternatingLeastSquaresRegularizationEstimator::swampingThreshold

protected

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

• RegularizedAlternatingLeastSquares.hpp