kernel_function_types.hpp File Reference

Defines an enumeration holding all possible kernel function types. More...

#include "plssvm/detail/assert.hpp"
#include "plssvm/detail/operators.hpp"
#include "plssvm/detail/type_traits.hpp"
#include "plssvm/detail/utility.hpp"
#include "plssvm/exceptions/exceptions.hpp"
#include <cmath>
#include <iosfwd>
#include <vector>

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Namespaces
	plssvm
	The main namespace containing all public API functions.
	plssvm::detail
	Namespace containing implementation details. Should not directly be used by users.

Enumerations
enum class	plssvm::kernel_function_type { plssvm::linear = 0 , plssvm::polynomial = 1 , plssvm::rbf = 2 }
	Enum class for all implemented kernel functions. More...

Functions
std::ostream &	plssvm::operator<< (std::ostream &out, kernel_function_type kernel)
	Output the kernel type to the given output-stream out. More...
std::string_view	plssvm::kernel_function_type_to_math_string (kernel_function_type kernel) noexcept
	Return the mathematical representation of the kernel_type kernel. More...
std::istream &	plssvm::operator>> (std::istream &in, kernel_function_type &kernel)
	Use the input-stream in to initialize the kernel type. More...
template<kernel_function_type kernel, typename real_type , typename... Args>
real_type	plssvm::kernel_function (const std::vector< real_type > &xi, const std::vector< real_type > &xj, Args &&...args)
	Computes the value of the two vectors xi and xj using the kernel function determined at compile-time. More...
template<typename real_type >
real_type	plssvm::kernel_function (const std::vector< real_type > &xi, const std::vector< real_type > &xj, const detail::parameter< real_type > &params)
	Computes the value of the two vectors xi and xj using the kernel function and kernel parameter stored in params. More...

Detailed Description

Defines an enumeration holding all possible kernel function types.

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.