Class L1

L1 regularization technique also called Lasso Regression

Lasso Regression (Least Absolute Shrinkage and Selection Operator) adds “absolute value of magnitude” of coefficient as penalty term to the loss function.

Inheritance

System.Object

BaseRegularizer

L1L2

L1

Inherited Members

BaseRegularizer.Name

Namespace: SiaNet.Regularizers

Assembly: SiaNet.dll

Syntax

public class L1 : L1L2

Constructors

L1(Single)

Initializes a new instance of the L1 class.

Declaration

public L1(float l = 0.01F)

Parameters

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

See Also

L1L2