PLearn::LLE Class Reference

#include <LLE.h>

Inheritance diagram for PLearn::LLE:

[legend]Collaboration diagram for PLearn::LLE:

[legend]List of all members.

Public Member Functions
	LLE ()
	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 (LLE)
virtual void	forget ()
	(Re-)initializes the PLearner in its fresh state.
Public Attributes
bool	classical_induction
int	knn
real	reconstruct_coeff
real	regularizer
Static Protected Member Functions
void	declareOptions (OptionList &ol)
	Declares this class' options.
Protected Attributes
PP< LLEKernel >	lle_kernel
Private Types
typedef KernelProjection	inherited
Private Member Functions
void	build_ ()
	This does the actual building.

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Member Typedef Documentation

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

Reimplemented from PLearn::KernelProjection. Definition at line 58 of file LLE.h.

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Constructor & Destructor Documentation

PLearn::LLE::LLE (   )

Default constructor. Definition at line 52 of file LLE.cc. References lle_kernel.

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Member Function Documentation

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

Simply calls inherited::build() then build_(). Reimplemented from PLearn::KernelProjection. Definition at line 111 of file LLE.cc. References build_().

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

This does the actual building. Reimplemented from PLearn::KernelProjection. Definition at line 120 of file LLE.cc. References classical_induction, knn, lle_kernel, reconstruct_coeff, and regularizer. Referenced by build().

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

Declares this class' options. Reimplemented from PLearn::KernelProjection. Definition at line 71 of file LLE.cc. References PLearn::declareOption(), PLearn::OptionList, and PLearn::redeclareOption().

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

(Re-)initializes the PLearner in its fresh state. Reimplemented from PLearn::KernelProjection. Definition at line 139 of file LLE.cc.

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

Transforms a shallow copy into a deep copy. Reimplemented from PLearn::KernelProjection. Definition at line 147 of file LLE.cc. References PLERROR.

PLearn::LLE::PLEARN_DECLARE_OBJECT (  LLE   )

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Member Data Documentation

bool PLearn::LLE::classical_induction

Definition at line 74 of file LLE.h. Referenced by build_().

int PLearn::LLE::knn

Definition at line 75 of file LLE.h. Referenced by build_().

PP<LLEKernel> PLearn::LLE::lle_kernel [protected]

Definition at line 66 of file LLE.h. Referenced by build_(), and LLE().

real PLearn::LLE::reconstruct_coeff

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

real PLearn::LLE::regularizer

Definition at line 77 of file LLE.h. Referenced by build_().

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

• LLE.h
• LLE.cc

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