Builds a new model which retains only the specified total variance. More...

Inheritance diagram for statismo::ReducedVarianceModelBuilder< Representer >:

Public Types
typedef ModelBuilder< Representer >	Superclass

typedef Superclass::StatisticalModelType	StatisticalModelType

Public Types inherited from statismo::ModelBuilder< Representer >
typedef Representer< Representer >	RepresenterType

typedef StatisticalModel < Representer >	StatisticalModelType

typedef DataManager< Representer >	DataManagerType

typedef DataManagerType::DataItemListType	DataItemListType

Public Member Functions
void	Delete ()

virtual	~ReducedVarianceModelBuilder ()

StatisticalModelType *	BuildNewModelWithLeadingComponents (const StatisticalModelType *model, unsigned numberOfPrincipalComponents) const

StatisticalModelType *	BuildNewModelWithVariance (const StatisticalModelType *model, double totalVariance) const

is_deprecated StatisticalModelType *	BuildNewModelFromModel (const StatisticalModelType *model, double totalVariance) const

Static Public Member Functions
static ReducedVarianceModelBuilder *	Create ()

Additional Inherited Members
Static Public Attributes inherited from statismo::ModelBuilder< Representer >
static const double	TOLERANCE

Protected Member Functions inherited from statismo::ModelBuilder< Representer >
MatrixType	ComputeScores (const MatrixType &X, const StatisticalModelType *model) const

ModelInfo	CollectModelInfo () const

Detailed Description

Builds a new model which retains only the specified total variance.

Constructor & Destructor Documentation

template<typename Representer >

virtual statismo::ReducedVarianceModelBuilder< Representer >::~ReducedVarianceModelBuilder ( )

inlinevirtual

The desctructor

template<typename T >

ReducedVarianceModelBuilder< T >::StatisticalModelType * statismo::ReducedVarianceModelBuilder< T >::BuildNewModelWithLeadingComponents	(	const StatisticalModelType *	model,
		unsigned	numberOfPrincipalComponents
	)		const

Build a new model from the given model, which retains only the leading principal components

Parameters

model	A statistical model.
numberOfPrincipalComponents,\return	a new statistical model

Warning: The returned model needs to be explicitly deleted by the user of this method.

template<typename T >

ReducedVarianceModelBuilder< T >::StatisticalModelType * statismo::ReducedVarianceModelBuilder< T >::BuildNewModelWithVariance	(	const StatisticalModelType *	model,
		double	totalVariance
	)		const

Build a new model from the given model, which retains only the specified variance

Parameters

model	A statistical model.
totalVariance,The	fraction of the variance to be retained

Warning: The returned model needs to be explicitly deleted by the user of this method.

template<typename Representer >

static ReducedVarianceModelBuilder* statismo::ReducedVarianceModelBuilder< Representer >::Create ( )

inlinestatic

Factory method to create a new ReducedVarianceModelBuilder

template<typename Representer >

void statismo::ReducedVarianceModelBuilder< Representer >::Delete ( )

inline

Destroy the object. The same effect can be achieved by deleting the object in the usual way using the c++ delete keyword.

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