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

Standard regularization

상속: IRegularizer

파일 보기 프로젝트 열기: sethjuarez/numl

공개 메소드들

메소드	설명
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

메소드 상세

Regularize() 공개 메소드

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
리턴	numl.Math.LinearAlgebra.Vector

Regularize() 공개 메소드

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
리턴	double