PLearn::KernelPCA Class Reference

#include <KernelPCA.h>

Inheritance diagram for PLearn::KernelPCA:

[legend]Collaboration diagram for PLearn::KernelPCA:

[legend]List of all members.


Public Member Functions
	KernelPCA ()
	Default constructor.
virtual void	build ()
	Simply calls inherited::build() then build_().
virtual void	makeDeepCopyFromShallowCopy (map< const void , void > &copies)
	Transforms a shallow copy into a deep copy.
	PLEARN_DECLARE_OBJECT (KernelPCA)
virtual void	forget ()
	(Re-)initializes the PLearner in its fresh state.
Public Attributes
Ker	kpca_kernel
bool	kernel_is_distance
bool	remove_bias
bool	remove_bias_in_evaluate
Static Protected Member Functions
void	declareOptions (OptionList &ol)
	Declares this class' options.
Private Types
typedef KernelProjection	inherited
Private Member Functions
void	build_ ()
	This does the actual building.

Member Typedef Documentation

typedef KernelProjection PLearn::KernelPCA::inherited [private]

Reimplemented from PLearn::KernelProjection.
Reimplemented in PLearn::Isomap.
Definition at line 57 of file KernelPCA.h.

Constructor & Destructor Documentation

PLearn::KernelPCA::KernelPCA ( )

Default constructor.

Definition at line 52 of file KernelPCA.cc.

Member Function Documentation

void PLearn::KernelPCA::build ( ) [virtual]

Simply calls inherited::build() then build_().

Reimplemented from PLearn::KernelProjection.
Reimplemented in PLearn::Isomap.
Definition at line 103 of file KernelPCA.cc.
References build_().
Referenced by PLearn::KPCATangentLearner::train().

void PLearn::KernelPCA::build_ ( ) [private]

This does the actual building.

Reimplemented from PLearn::KernelProjection.
Reimplemented in PLearn::Isomap.
Definition at line 112 of file KernelPCA.cc.
References kernel_is_distance, kpca_kernel, remove_bias, and remove_bias_in_evaluate.
Referenced by build().

void PLearn::KernelPCA::declareOptions ( OptionList & ol ) [static, protected]

Declares this class' options.

Reimplemented from PLearn::KernelProjection.
Reimplemented in PLearn::Isomap.
Definition at line 70 of file KernelPCA.cc.
References PLearn::declareOption(), PLearn::OptionList, and PLearn::redeclareOption().

void PLearn::KernelPCA::forget ( ) [virtual]

(Re-)initializes the PLearner in its fresh state.

Reimplemented from PLearn::KernelProjection.
Reimplemented in PLearn::Isomap.
Definition at line 132 of file KernelPCA.cc.

void PLearn::KernelPCA::makeDeepCopyFromShallowCopy ( map< const void *, void * > & copies ) [virtual]

Transforms a shallow copy into a deep copy.

Reimplemented from PLearn::KernelProjection.
Reimplemented in PLearn::Isomap.
Definition at line 140 of file KernelPCA.cc.
References PLERROR.