mlpack::kernel::LinearKernel Class Reference

The simple linear kernel (dot product). More...

List of all members.

Public Member Functions
	LinearKernel ()
	This constructor does nothing; the linear kernel has no parameters to store.
Static Public Member Functions
template<typename VecType >
static double	Evaluate (const VecType &a, const VecType &b)
	Simple evaluation of the dot product.

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Detailed Description

The simple linear kernel (dot product).

For any two vectors and ,

This kernel has no parameters and therefore the evaluation can be static.

Definition at line 42 of file linear_kernel.hpp.

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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.

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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:

VecType

Type of vector (should be arma::vec or arma::spvec).

Parameters:

	a	First vector.
	b	Second vector.

Returns:

K(a, b).

Definition at line 61 of file linear_kernel.hpp.

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

• src/mlpack/core/kernels/linear_kernel.hpp