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LossBaseTInput, TScore, TLoss Class |
Base class for loss functions.
Inheritance HierarchySystemObject
Accord.Math.Optimization.LossesLossBaseTInput, TScore, TLoss
Accord.Math.Optimization.LossesLossBaseT
Accord.Math.Optimization.LossesRSquaredLoss
Accord.Math.Optimization.LossesLossBaseTInput, TScore, TLoss
Accord.Math.Optimization.LossesLossBaseT
Accord.Math.Optimization.LossesRSquaredLoss
Namespace: Accord.Math.Optimization.Losses
Assembly: Accord.Math (in Accord.Math.dll) Version: 3.8.0
Syntax[SerializableAttribute] public abstract class LossBase<TInput, TScore, TLoss> : ILoss<TScore, TLoss>
Type Parameters
- TInput
- The type for the expected data.
- TScore
- The type for the predicted score values.
- TLoss
- The type for the loss value. Default is double.
The LossBaseTInput, TScore, TLoss type exposes the following members.
Constructors| Name | Description | |
|---|---|---|
 | LossBaseTInput, TScore, TLoss | Initializes a new instance of the LossBaseTInput, TScore, TLoss class |
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 |
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.) |
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.) |
See Also