PLSSVM - Parallel Least Squares Support Vector Machine
2.0.0
A Least Squares Support Vector Machine implementation using different backends.
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Defines OpenMP functions for generating the q
vector.
More...
#include <vector>
Go to the source code of this file.
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_q_linear (std::vector< real_type > &q, const std::vector< std::vector< real_type >> &data) |
Calculates the q vector using the linear C-SVM kernel. More... | |
template<typename real_type > | |
void | plssvm::openmp::device_kernel_q_polynomial (std::vector< real_type > &q, const std::vector< std::vector< real_type >> &data, int degree, real_type gamma, real_type coef0) |
Calculates the q vector using the polynomial C-SVM kernel. More... | |
template<typename real_type > | |
void | plssvm::openmp::device_kernel_q_rbf (std::vector< real_type > &q, const std::vector< std::vector< real_type >> &data, real_type gamma) |
Calculates the q vector using the radial basis functions C-SVM kernel. More... | |
Defines OpenMP functions for generating the q
vector.