NAME¶

mlpack::kernel::LinearKernel - The simple linear kernel (dot product).

SYNOPSIS¶

Public Member Functions¶

LinearKernel () This constructor does nothing; the linear kernel has no parameters to store. std::string ToString () const Return a string representation of the kernel.

Static Public Member Functions¶

template<typename VecType > static double Evaluate (const VecType &a, const VecType &b) Simple evaluation of the dot product.

Detailed Description¶

The simple linear kernel (dot product). For any two vectors $ x $ and $ y $, This kernel has no parameters and therefore the evaluation can be static. Definition at line 42 of file linear_kernel.hpp.

Constructor & Destructor Documentation¶

mlpack::kernel::LinearKernel::LinearKernel () [inline]¶

This constructor does nothing; the linear kernel has no parameters to store. Definition at line 49 of file linear_kernel.hpp.

Member Function Documentation¶

template<typename VecType > static double mlpack::kernel::LinearKernel::Evaluate (const VecType &a, const VecType &b) [inline], [static]¶

Simple evaluation of the dot product. This evaluation uses Armadillo's dot() function. Template Parameters: Parameters: Returns: Definition at line 61 of file linear_kernel.hpp.

std::string mlpack::kernel::LinearKernel::ToString () const [inline]¶

Return a string representation of the kernel. Definition at line 67 of file linear_kernel.hpp.

Author¶

Generated automatically by Doxygen for MLPACK from the source code.