Isis::PrincipalComponentAnalysis Class Reference

Principal Component Analysis class. More...

#include <PrincipalComponentAnalysis.h>

Collaboration diagram for Isis::PrincipalComponentAnalysis:

Public Member Functions
	PrincipalComponentAnalysis (const int n)
	Constructs the PrincipalComponentAnalysis object. More...
	PrincipalComponentAnalysis (TNT::Array2D< double > transform)
void	AddData (const double *data, const unsigned int count)
void	ComputeTransform ()
TNT::Array2D< double >	Transform (TNT::Array2D< double > data)
TNT::Array2D< double >	Inverse (TNT::Array2D< double > data)
TNT::Array2D< double >	TransformMatrix ()
int	Dimensions ()

Private Member Functions
void	ComputeInverse ()

Private Attributes
bool	p_hasTransform
int	p_dimensions
TNT::Array2D< double >	p_transform
TNT::Array2D< double >	p_inverse
std::vector< Isis::MultivariateStatistics * >	p_statistics

Detailed Description

Principal Component Analysis class.

This class is used to apply Principal Component Analysis to transform multivariate data into its principal components as well as invert it from component space.

If you would like to see PrincipalComponentAnalysis being used in implementation, see pca.cpp or decorstretch.cpp

Author

2006-05-18 Jacob Danton

History:

2016-08-28 Kelvin Rodriguez - Added string concatinations to properly convert numbers using QString::number to squash conversion warnings. Part of porting to OS X 10.11.

Definition at line 51 of file PrincipalComponentAnalysis.h.

Constructor & Destructor Documentation

PrincipalComponentAnalysis()

Isis::PrincipalComponentAnalysis::PrincipalComponentAnalysis

(

const int

n

)

Constructs the PrincipalComponentAnalysis object.

Definition at line 33 of file PrincipalComponentAnalysis.cpp.

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

• src/base/objs/PrincipalComponentAnalysis/PrincipalComponentAnalysis.h
• src/base/objs/PrincipalComponentAnalysis/PrincipalComponentAnalysis.cpp