Hyperbolic tangent kernel. More...

Public Member Functions
	HyperbolicTangentKernel ()
	This constructor sets the default scale to 1.0 and offset to 0.0.

	HyperbolicTangentKernel (double scale, double offset)
	Construct the hyperbolic tangent kernel with custom scale factor and offset. More...

template<typename VecTypeA , typename VecTypeB >
double	Evaluate (const VecTypeA &a, const VecTypeB &b)
	Evaluate the hyperbolic tangent kernel. More...

double	Scale () const
	Get scale factor.

double &	Scale ()
	Modify scale factor.

double	Offset () const
	Get offset for the kernel.

double &	Offset ()
	Modify offset for the kernel.

template<typename Archive >
void	serialize (Archive &ar, const uint32_t)
	Serialize the kernel.

Detailed Description

Hyperbolic tangent kernel.

For any two vectors \( x \), \( y \) and a given scale \( s \) and offset \( t \)

\[ K(x, y) = \tanh(s <x, y> + t) \]

Constructor & Destructor Documentation

mlpack::kernel::HyperbolicTangentKernel::HyperbolicTangentKernel	(	double	scale,
		double	offset
	)

inline

Construct the hyperbolic tangent kernel with custom scale factor and offset.

Parameters

scale	Scaling factor for <x, y>.
offset	Kernel offset.

template<typename VecTypeA , typename VecTypeB >

double mlpack::kernel::HyperbolicTangentKernel::Evaluate	(	const VecTypeA &	a,
		const VecTypeB &	b
	)

inline

Evaluate the hyperbolic tangent kernel.

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.

The documentation for this class was generated from the following file: