PLSSVM/svm__kernel_8hpp_source.html

 #ifndef PLSSVM_BACKENDS_OPENMP_SVM_KERNEL_HPP_

 #define PLSSVM_BACKENDS_OPENMP_SVM_KERNEL_HPP_

 #pragma once


 #include <vector>  // std::vector


 namespace plssvm::openmp {


 template <typename real_type>

 void 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);


 template <typename real_type>

 void 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);


 template <typename real_type>

 void 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);


 }  // namespace plssvm::openmp


 #endif  // PLSSVM_BACKENDS_OPENMP_SVM_KERNEL_HPP_

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

plssvm::openmp::device_kernel_polynomial
void 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.

plssvm::openmp::device_kernel_rbf
void 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.

plssvm::openmp::device_kernel_linear
void 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.