ErrorCalculation ClassEncog Machine Learning Framework for .Net
Calculate the error of a neural network. Encog currently supports three error calculation modes. See ErrorCalculationMode for more info.
Inheritance Hierarchy

System Object
  Encog.MathUtil.Error ErrorCalculation

Namespace: Encog.MathUtil.Error
Assembly: encog-core-cs (in encog-core-cs.dll) Version: 3.3.0.0 (3.3.0.0)
Syntax

public class ErrorCalculation

The ErrorCalculation type exposes the following members.

Constructors

  NameDescription
Public methodErrorCalculation
Initializes a new instance of the ErrorCalculation class
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Methods

  NameDescription
Public methodCalculate
Returns the root mean square error for a complete training set.
Public methodCalculateMSE
Calculate the error with MSE.
Public methodCalculateRMS
Calculate the error with RMS.
Public methodCalculateSSE
Calculate the error as sum of squares.
Public methodEquals
Determines whether the specified Object is equal to the current Object.
(Inherited from Object.)
Protected methodFinalize
Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object.)
Public methodGetHashCode
Serves as a hash function for a particular type.
(Inherited from Object.)
Public methodGetType
Gets the type of the current instance.
(Inherited from Object.)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodReset
Reset the error accumulation to zero.
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
Public methodUpdateError(Double, Double)
Update the error with single values.
Public methodUpdateError( Double , IMLData, Double)
Called to update for each number that should be checked.
Public methodUpdateError( Double ,  Double , Double)
Called to update for each number that should be checked.
Public methodUpdateError(IMLData, IMLData, Double)
Called to update for each number that should be checked.
Public methodUpdateError(IMLData,  Double , Double)
Called to update for each number that should be checked.
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Properties

  NameDescription
Public propertyStatic memberMode
The error calculation mode, this is static and therefore global to all Encog training. If a particular training method only supports a particular error calculation method, it may override this value. It will not change the value set here, rather the training will occur with its preferred training method. Currently the only training method that does this is Levenberg Marquardt (LMA). The default error mode for Encog is RMS.
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See Also