LinearKernel Class Reference
The simple linear kernel (dot product). More...
Public Member Functions | |
| LinearKernel () | |
| This constructor does nothing; the linear kernel has no parameters to store. More... | |
template < typename Archive > | |
| void | serialize (Archive &, const uint32_t) |
| Serialize the kernel (it has no members... do nothing). More... | |
Static Public Member Functions | |
template < typename VecTypeA , typename VecTypeB > | |
| static double | Evaluate (const VecTypeA &a, const VecTypeB &b) |
| Simple evaluation of the dot product. More... | |
Detailed Description
The simple linear kernel (dot product).
For any two vectors 
and 
,
![\[ K(x, y) = x^T y \]](form_53.png)
This kernel has no parameters and therefore the evaluation can be static.
Definition at line 32 of file linear_kernel.hpp.
Constructor & Destructor Documentation
◆ LinearKernel()
|
inline |
This constructor does nothing; the linear kernel has no parameters to store.
Definition at line 39 of file linear_kernel.hpp.
Member Function Documentation
◆ Evaluate()
|
inlinestatic |
Simple evaluation of the dot product.
This evaluation uses Armadillo's dot() function.
- Template Parameters
-
VecTypeA Type of first vector (should be arma::vec or arma::sp_vec). VecTypeB Type of second vector (arma::vec / arma::sp_vec).
- Parameters
-
a First vector. b Second vector.
- Returns
- K(a, b).
Definition at line 53 of file linear_kernel.hpp.
◆ serialize()
|
inline |
Serialize the kernel (it has no members... do nothing).
Definition at line 60 of file linear_kernel.hpp.
The documentation for this class was generated from the following file:
- /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/core/kernels/linear_kernel.hpp