svm_kernel.hpp File Reference

Defines the kernel functions for the C-SVM using the OpenMP backend. More...

#include <vector>

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Namespaces
	plssvm
	The main namespace containing all public API functions.
	plssvm::openmp
	Namespace containing the C-SVM using the OpenMP backend.

Functions
template<typename real_type >
void	plssvm::openmp::device_kernel_linear (const std::vector< real_type > &q, std::vector< real_type > &ret, const std::vector< real_type > &d, const std::vector< std::vector< real_type >> &data, real_type QA_cost, real_type cost, real_type add)
	Calculates the C-SVM kernel using the linear kernel function. More...
template<typename real_type >
void	plssvm::openmp::device_kernel_polynomial (const std::vector< real_type > &q, std::vector< real_type > &ret, const std::vector< real_type > &d, const std::vector< std::vector< real_type >> &data, real_type QA_cost, real_type cost, real_type add, int degree, real_type gamma, real_type coef0)
	Calculates the C-SVM kernel using the polynomial kernel function. More...
template<typename real_type >
void	plssvm::openmp::device_kernel_rbf (const std::vector< real_type > &q, std::vector< real_type > &ret, const std::vector< real_type > &d, const std::vector< std::vector< real_type >> &data, real_type QA_cost, real_type cost, real_type add, real_type gamma)
	Calculates the C-SVM kernel using the radial basis function kernel function. More...

Detailed Description

Defines the kernel functions for the C-SVM using the OpenMP backend.

Author

Alexander Van Craen

Marcel Breyer

Copyright

2018-today The PLSSVM project - All Rights Reserved

License

This file is part of the PLSSVM project which is released under the MIT license. See the LICENSE.md file in the project root for full license information.