IDifferentiableLossTInput, TScore, TLoss Interface

Common interface for differentiable loss functions, such as SquareLoss, HingeLoss, CategoryCrossEntropyLoss and BinaryCrossEntropyLoss.

Namespace: Accord.Math.Optimization.Losses
Assembly: Accord.Math (in Accord.Math.dll) Version: 3.8.0

Syntax

public interface IDifferentiableLoss<TInput, TScore, TLoss>

Public Interface IDifferentiableLoss(Of TInput, TScore, TLoss)

The IDifferentiableLossTInput, TScore, TLoss type exposes the following members.

Methods

	Name	Description
	Derivative	Computes the derivative of the loss between the expected values (ground truth) and the given actual values that have been predicted.
	Loss	Computes the derivative of the loss between the expected values (ground truth) and the given actual values that have been predicted.

IDifferentiableLossAddLanguageSpecificTextSet("LSTBB2F5321_0?cs=&lt;|vb=(Of |cpp=&lt;|fs=&lt;'|nu=(");TInput, TScore, TLossAddLanguageSpecificTextSet("LSTBB2F5321_1?cs=&gt;|vb=)|cpp=&gt;|fs=&gt;|nu=)"); Interface