C# Class numl.Math.Functions.Regularization.L2Regularizer

Standard regularization

Inheritance: IRegularizer

Datei anzeigen Open project: sethjuarez/numl

Public Methods

Method	Description
Regularize ( Vector gradient, Vector theta, int m, double lambda ) : Vector	Applies regularization to the current gradient
Regularize ( double j, Vector theta, int m, double lambda ) : double	Applies regularization to the current cost

Method Details

Regularize() public method

Applies regularization to the current gradient

public Regularize ( Vector gradient, Vector theta, int m, double lambda ) : Vector
gradient	numl.Math.LinearAlgebra.Vector	Current gradient
theta	numl.Math.LinearAlgebra.Vector	Current theta
m	int	Training records
lambda	double	Regularization constant
return	numl.Math.LinearAlgebra.Vector

Regularize() public method

Applies regularization to the current cost

public Regularize ( double j, Vector theta, int m, double lambda ) : double
j	double	Current cost
theta	numl.Math.LinearAlgebra.Vector	Current theta
m	int	Training records
lambda	double	Regularization constant
return	double