C# Класс Encog.Neural.ART.ART1

Наследование: BasicART, IMLResettable, IMLClassification

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Private Properties

Свойство	Тип	Описание
ComputeF1	void
ComputeF2	void
GetOutput	void

Открытые методы

Метод	Описание
ART1 ( ) : System	Default constructor, used mainly for persistence.
ART1 ( int theF1Count, int theF2Count ) : System	Construct the ART1 network.
AdjustWeights ( ) : void	Adjust the weights for the pattern just presented.
Classify ( IMLData input ) : int	Classify the input data to a class number.
Compute ( IMLData input ) : IMLData	Compute the output for the BasicNetwork class.
Compute ( BiPolarMLData input, BiPolarMLData output ) : void	Compute the output from the ART1 network. This can be called directly or used by the BasicNetwork class. Both input and output should be bipolar numbers.
Magnitude ( BiPolarMLData input ) : double	Get the magnitude of the specified input.
Reset ( ) : void	Reset the weight matrix back to starting values.
Reset ( int seed ) : void	Reset with a specic seed.

Приватные методы

Метод	Описание
ComputeF1 ( BiPolarMLData input ) : void	Compute the output from the F1 layer.
ComputeF2 ( ) : void	Compute the output from the F2 layer.
GetOutput ( BiPolarMLData output ) : void	Copy the output from the network to another object.

Описание методов

ART1() публичный Метод

Default constructor, used mainly for persistence.

public ART1 ( ) : System
Результат	System

ART1() публичный Метод

Construct the ART1 network.

public ART1 ( int theF1Count, int theF2Count ) : System
theF1Count	int	The neuron count for the f1 layer.
theF2Count	int	The neuron count for the f2 layer.
Результат	System

AdjustWeights() публичный Метод

Adjust the weights for the pattern just presented.

public AdjustWeights ( ) : void
Результат	void

Classify() публичный Метод

Classify the input data to a class number.

public Classify ( IMLData input ) : int
input	IMLData	The input data.
Результат	int

Compute() публичный Метод

Compute the output for the BasicNetwork class.

public Compute ( IMLData input ) : IMLData
input	IMLData	The input to the network.
Результат	IMLData

Compute() публичный Метод

Compute the output from the ART1 network. This can be called directly or used by the BasicNetwork class. Both input and output should be bipolar numbers.

public Compute ( BiPolarMLData input, BiPolarMLData output ) : void
input	Encog.ML.Data.Specific.BiPolarMLData	The input to the network.
output	Encog.ML.Data.Specific.BiPolarMLData	The output from the network.
Результат	void

Magnitude() публичный Метод

Get the magnitude of the specified input.

public Magnitude ( BiPolarMLData input ) : double
input	Encog.ML.Data.Specific.BiPolarMLData	The input to calculate the magnitude for.
Результат	double

Reset() публичный Метод

Reset the weight matrix back to starting values.

public Reset ( ) : void
Результат	void

Reset() публичный Метод

Reset with a specic seed.

public Reset ( int seed ) : void
seed	int	The seed to reset with.
Результат	void