Class L2

L2 regularization technique also called Ridge Regression.

Ridge regression adds “squared magnitude” of coefficient as penalty term to the loss function. Here the highlighted part represents L2 regularization element.

Inheritance

System.Object

BaseRegularizer

L1L2

L2

Inherited Members

BaseRegularizer.Name

Namespace: SiaNet.Regularizers

Assembly: SiaNet.dll

Syntax

public class L2 : L1L2

Constructors

L2(Single)

Initializes a new instance of the L2 class.

Declaration

public L2(float l = 0.01F)

Parameters

Type	Name	Description
System.Single	l	The value for the regularizer.

See Also

L1L2