The L_p regularizer for arbitrary integer p. More...

Public Member Functions
	LRegularizer (double factor=1.0)
	Create the regularizer object. More...

template<typename MatType >
void	Evaluate (const MatType &weight, MatType &gradient)
	Calculate the gradient for regularization. More...

template<typename Archive >
void	serialize (Archive &ar, const unsigned int)
	Serialize the regularizer (nothing to do). More...

Public Attributes
double	factor
	The constant for the regularization. More...

Static Public Attributes
static const int	Power = TPower
	The power of the regularizer. More...

Detailed Description

The L_p regularizer for arbitrary integer p.

Template Parameters

Power Power of regularizer; i.e. Power = 1 gives the L1-regularization.

Definition at line 27 of file lregularizer.hpp.

Constructor & Destructor Documentation

LRegularizer ( double factor = 1.0 )

Create the regularizer object.

Parameters

factor The factor for regularization.

Calculate the gradient for regularization.

Template Parameters

MatType Type of weight matrix.

Parameters

weight	The weight matrix to be regularized.
gradient	The calculated gradient.

Serialize the regularizer (nothing to do).

double factor

The constant for the regularization.

Definition at line 55 of file lregularizer.hpp.

const int Power = TPower

static

The power of the regularizer.

Definition at line 52 of file lregularizer.hpp.

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