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Showing content from http://accord-framework.net/docs/html/T_Accord_Math_Optimization_Losses_BinaryCrossEntropyLoss.htm below:

BinaryCrossEntropyLoss Class

Binary cross-entropy loss for multi-label problems, also known as logistic loss per output of a multi-label classifier.

Inheritance Hierarchy Namespace: Accord.Math.Optimization.Losses
Assembly:

Accord.Math (in Accord.Math.dll) Version: 3.8.0

Syntax

[SerializableAttribute]
public class BinaryCrossEntropyLoss : LossBase<bool[][]>, 
	ILoss<int[]>, ILoss<int[], double>, ILoss<double[]>, 
	ILoss<double[], double>, ILoss<double[][]>, 
	ILoss<double[][], double>

<SerializableAttribute>
Public Class BinaryCrossEntropyLoss
	Inherits LossBase(Of Boolean()())
	Implements ILoss(Of Integer()), ILoss(Of Integer(), Double), 
	ILoss(Of Double()), ILoss(Of Double(), Double), 
	ILoss(Of Double()()), ILoss(Of Double()(), Double)

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The BinaryCrossEntropyLoss type exposes the following members.

Constructors Properties Methods Name Description Equals

Determines whether the specified object is equal to the current object.

(Inherited from Object.) Finalize

Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.

(Inherited from Object.) GetHashCode

Serves as the default hash function.

(Inherited from Object.) GetType

Gets the Type of the current instance.

(Inherited from Object.) Loss(Boolean)

Computes the loss between the expected values (ground truth) and the given actual values that have been predicted.

(Overrides LossBaseTInput, TScore, TLossLoss(TScore).) Loss(Double)

Computes the loss between the expected values (ground truth) and the given actual values that have been predicted.

Loss(Double)

Computes the loss between the expected values (ground truth) and the given actual values that have been predicted.

Loss(Int32)

Computes the loss between the expected values (ground truth) and the given actual values that have been predicted.

MemberwiseClone

Creates a shallow copy of the current Object.

(Inherited from Object.) ToString

Returns a string that represents the current object.

(Inherited from Object.) Top Extension Methods Name Description HasMethod

Checks whether an object implements a method with the given name.

(Defined by ExtensionMethods.) IsEqual

Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices.

(Defined by Matrix.) To(Type) Overloaded.

Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.

(Defined by ExtensionMethods.) ToT Overloaded.

Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.

(Defined by ExtensionMethods.) Top See Also

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