Implementation of the exact SVD policy. More...

Public Member Functions
void	Apply (const arma::mat &data, const arma::mat &centeredData, arma::mat &transformedData, arma::vec &eigVal, arma::mat &eigvec, const size_t)
	Apply Principal Component Analysis to the provided data set using the exact SVD method. More...

Detailed Description

Implementation of the exact SVD policy.

Definition at line 27 of file exact_svd_method.hpp.

Member Function Documentation

void mlpack::pca::ExactSVDPolicy::Apply	(	const arma::mat &	data,
		const arma::mat &	centeredData,
		arma::mat &	transformedData,
		arma::vec &	eigVal,
		arma::mat &	eigvec,
		const size_t
	)

inline

Apply Principal Component Analysis to the provided data set using the exact SVD method.

Parameters

data	Data matrix.
centeredData	Centered data matrix.
transformedData	Matrix to put results of PCA into.
eigVal	Vector to put eigenvalues into.
eigvec	Matrix to put eigenvectors (loadings) into.
rank	Rank of the decomposition.

Definition at line 41 of file exact_svd_method.hpp.

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