.TH "mlpack::kpca::NystroemKernelRule< KernelType, PointSelectionPolicy >" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
mlpack::kpca::NystroemKernelRule< KernelType, PointSelectionPolicy > \- 
.SH SYNOPSIS
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.PP
.SS "Static Public Member Functions"

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.RI "static void \fBApplyKernelMatrix\fP (const arma::mat &data, arma::mat &transformedData, arma::vec &eigval, arma::mat &eigvec, const size_t rank, KernelType kernel=KernelType())"
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.RI "\fIConstruct the kernel matrix approximation using the nystroem method\&. \fP"
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.SH "Detailed Description"
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.SS "template<typename KernelType, typename PointSelectionPolicy = kernel::KMeansSelection<>>class mlpack::kpca::NystroemKernelRule< KernelType, PointSelectionPolicy >"

.PP
Definition at line 37 of file nystroem_method\&.hpp\&.
.SH "Member Function Documentation"
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.SS "template<typename KernelType , typename PointSelectionPolicy  = kernel::KMeansSelection<>> static void \fBmlpack::kpca::NystroemKernelRule\fP< KernelType, PointSelectionPolicy >::ApplyKernelMatrix (const arma::mat &data, arma::mat &transformedData, arma::vec &eigval, arma::mat &eigvec, const size_trank, KernelTypekernel = \fCKernelType()\fP)\fC [inline]\fP, \fC [static]\fP"

.PP
Construct the kernel matrix approximation using the nystroem method\&. 
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\fBParameters:\fP
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\fIdata\fP Input data points\&. 
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\fItransformedData\fP Matrix to output results into\&. 
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\fIeigval\fP KPCA eigenvalues will be written to this vector\&. 
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\fIeigvec\fP KPCA eigenvectors will be written to this matrix\&. 
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\fIrank\fP Rank to be used for matrix approximation\&. 
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\fIkernel\fP Kernel to be used for computation\&. 
.RE
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Definition at line 50 of file nystroem_method\&.hpp\&.
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References mlpack::kernel::NystroemMethod< KernelType, PointSelectionPolicy >::Apply()\&.

.SH "Author"
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Generated automatically by Doxygen for MLPACK from the source code\&.