PLearn::Isomap Class Reference

#include <Isomap.h>

Inheritance diagram for PLearn::Isomap:

[legend]Collaboration diagram for PLearn::Isomap:

[legend]List of all members.

Public Member Functions
	Isomap ()
	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 (Isomap)
virtual void	forget ()
	(Re-)initializes the PLearner in its fresh state.
Public Attributes
Ker	distance_kernel
string	geodesic_file
int	knn
Static Protected Member Functions
void	declareOptions (OptionList &ol)
	Declares this class' options.
Private Types
typedef KernelPCA	inherited
Private Member Functions
void	build_ ()
	This does the actual building.

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Member Typedef Documentation

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

Reimplemented from PLearn::KernelPCA. Definition at line 58 of file Isomap.h.

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Constructor & Destructor Documentation

PLearn::Isomap::Isomap (   )

Default constructor. Definition at line 53 of file Isomap.cc. References distance_kernel.

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Member Function Documentation

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

Simply calls inherited::build() then build_(). Reimplemented from PLearn::KernelPCA. Definition at line 111 of file Isomap.cc. References build_(). Referenced by PLearn::IsomapTangentLearner::build_().

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

This does the actual building. Reimplemented from PLearn::KernelPCA. Definition at line 120 of file Isomap.cc. References distance_kernel, geodesic_file, and knn. Referenced by build().

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

Declares this class' options. Reimplemented from PLearn::KernelPCA. Definition at line 75 of file Isomap.cc. References PLearn::declareOption(), PLearn::OptionList, and PLearn::redeclareOption().

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

(Re-)initializes the PLearner in its fresh state. Reimplemented from PLearn::KernelPCA. Definition at line 144 of file Isomap.cc.

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

Transforms a shallow copy into a deep copy. Reimplemented from PLearn::KernelPCA. Definition at line 152 of file Isomap.cc. References PLERROR.

PLearn::Isomap::PLEARN_DECLARE_OBJECT (  Isomap   )

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Member Data Documentation

Ker PLearn::Isomap::distance_kernel

Definition at line 75 of file Isomap.h. Referenced by build_(), and Isomap().

string PLearn::Isomap::geodesic_file

Definition at line 76 of file Isomap.h. Referenced by build_().

int PLearn::Isomap::knn

Definition at line 77 of file Isomap.h. Referenced by PLearn::IsomapTangentLearner::build_(), and build_().

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

• Isomap.h
• Isomap.cc

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