NaiveKernelRule< KernelType > Class Template Reference

Static Public Member Functions
static void	ApplyKernelMatrix (const arma::mat &data, arma::mat &transformedData, arma::vec &eigval, arma::mat &eigvec, const size_t, KernelType kernel=KernelType())
	Construct the exact kernel matrix. More...

Detailed Description

template

<

typename

KernelType

>

class mlpack::kpca::NaiveKernelRule< KernelType >

Definition at line 22 of file naive_method.hpp.

Member Function Documentation

ApplyKernelMatrix()

static void ApplyKernelMatrix ( const arma::mat &  data, arma::mat &  transformedData, arma::vec &  eigval, arma::mat &  eigvec, const size_t  , KernelType  kernel = KernelType()  )

inlinestatic

Construct the exact kernel matrix.

Parameters

data	Input data points.
transformedData	Matrix to output results into.
eigval	KPCA eigenvalues will be written to this vector.
eigvec	KPCA eigenvectors will be written to this matrix.
*	(rank) Rank to be used for matrix approximation.
kernel	Kernel to be used for computation.

Definition at line 35 of file naive_method.hpp.

References Log::Fatal.

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

• /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/methods/kernel_pca/kernel_rules/naive_method.hpp