PLSSVM/OpenMP_2q__kernel_8hpp_source.html

 #ifndef PLSSVM_BACKENDS_OPENMP_Q_KERNEL_HPP_

 #define PLSSVM_BACKENDS_OPENMP_Q_KERNEL_HPP_

 #pragma once


 #include <vector>  // std::vector


 namespace plssvm::openmp {


 template <typename real_type>

 void device_kernel_q_linear(std::vector<real_type> &q, const std::vector<std::vector<real_type>> &data);


 template <typename real_type>

 void 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);


 template <typename real_type>

 void device_kernel_q_rbf(std::vector<real_type> &q, const std::vector<std::vector<real_type>> &data, real_type gamma);


 }  // namespace plssvm::openmp


 #endif  // PLSSVM_BACKENDS_OPENMP_Q_KERNEL_HPP_

plssvm::openmp
Namespace containing the C-SVM using the OpenMP backend.
Definition: csvm.hpp:27

plssvm::openmp::device_kernel_q_polynomial
void 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.

plssvm::openmp::device_kernel_q_linear
void 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.

plssvm::openmp::device_kernel_q_rbf
void 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.