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

Standard regularization

Наследование: IRegularizer

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Открытые методы

Метод	Описание
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

Описание методов

Regularize() публичный Метод

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
Результат	numl.Math.LinearAlgebra.Vector

Regularize() публичный Метод

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
Результат	double