LDA Class Reference

Linear discriminant analysis algorithm. More...

#include <LDA.hpp>

Collaboration diagram for LDA:

Public Member Functions
	LDA (MatrixD data, MatrixD classes)
	Linear discriminant analysis algorithm. More...
void	fit ()
MatrixD	transform ()
	Transforms the data matrix using the eigenvectors found by fit() More...

Private Attributes
MatrixD	X
MatrixD	y
MatrixD	eigenvalues
MatrixD	eigenvectors
MatrixD	transformedData

Detailed Description

Linear discriminant analysis algorithm.

Definition at line 19 of file LDA.hpp.

Constructor & Destructor Documentation

LDA()

LDA::LDA ( MatrixD  data, MatrixD  classes  )

inline

Linear discriminant analysis algorithm.

Parameters

data	The matrix whose linear discriminants will be found
classes	Column vector containing the classes each row element in data belongs to

Definition at line 28 of file LDA.hpp.

Member Function Documentation

fit()

void LDA::fit ( )

inline

Definition at line 35 of file LDA.hpp.

transform()

MatrixD LDA::transform ( )

inline

Transforms the data matrix using the eigenvectors found by fit()

Returns

Definition at line 51 of file LDA.hpp.

Field Documentation

eigenvalues

MatrixD LDA::eigenvalues

private

Definition at line 21 of file LDA.hpp.

eigenvectors

MatrixD LDA::eigenvectors

private

Definition at line 21 of file LDA.hpp.

transformedData

MatrixD LDA::transformedData

private

Definition at line 21 of file LDA.hpp.

X

MatrixD LDA::X

private

Definition at line 21 of file LDA.hpp.

y

MatrixD LDA::y

private

Definition at line 21 of file LDA.hpp.

---

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

• include/LDA.hpp