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fl::PCA Class Reference

#include <reduce.h>

Inheritance diagram for fl::PCA:

List of all members.

Public Methods
	PCA (int targetDimension)
	PCA (std::istream &stream)
virtual void	analyze (const std::vector< Vector< float > > &data)
virtual Vector< float >	reduce (const Vector< float > &datum)
virtual void	read (std::istream &stream)
virtual void	write (std::ostream &stream, bool withName=false)
Public Attributes
int	targetDimension
Matrix< float >	W
	Basis matrix for reduced space.

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Constructor & Destructor Documentation

PCA::PCA (  int    targetDimension )

PCA::PCA (  std::istream &    stream )

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Member Function Documentation

void PCA::analyze (  const std::vector< Vector< float > > &    data )  [virtual]

Reimplemented from fl::DimensionalityReduction.

void PCA::read (  std::istream &    stream )  [virtual]

Reimplemented from fl::DimensionalityReduction.

Vector< float > PCA::reduce (  const Vector< float > &    datum )  [virtual]

Implements fl::DimensionalityReduction.

void PCA::write (  std::ostream &    stream, bool    withName = false )  [virtual]

Reimplemented from fl::DimensionalityReduction.

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Member Data Documentation

int fl::PCA::targetDimension

Matrix<float> fl::PCA::W

Basis matrix for reduced space.

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

• reduce.h
• PCA.cc

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