MLPACK  1.0.8
Classes | Namespaces
kernel_pca.hpp File Reference
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Classes

class  mlpack::kpca::KernelPCA< KernelType >
 This class performs kernel principal components analysis (Kernel PCA), for a given kernel. More...
 

Namespaces

namespace  mlpack
 Linear algebra utility functions, generally performed on matrices or vectors.
 
namespace  mlpack::kpca
 

Detailed Description

Author
Ajinkya Kale

Defines the KernelPCA class to perform Kernel Principal Components Analysis on the specified data set.

This file is part of MLPACK 1.0.8.

MLPACK is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

MLPACK is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details (LICENSE.txt).

You should have received a copy of the GNU General Public License along with MLPACK. If not, see http://www.gnu.org/licenses/.

Definition in file kernel_pca.hpp.