C# Class Encog.Neural.SOM.SOMNetwork

Inheritance: Encog.ML.BasicML, IMLClassification, IMLResettable, IMLError
Mostra file Open project: encog/encog-silverlight-core Class Usage Examples

Public Methods

Method Description
CalculateError ( IMLDataSet data ) : double
Classify ( IMLData input ) : int
Compute ( IMLData input ) : IMLData

Determine the winner for the specified input. This is the number of the winning neuron.
Reset ( ) : void
Reset ( int seed ) : void
SOMNetwork ( ) : Encog.MathUtil.Matrices

Default constructor.
SOMNetwork ( int inputCount, int outputCount ) : Encog.MathUtil.Matrices

The constructor.
UpdateProperties ( ) : void
Winner ( IMLData input ) : int

Determine the winner for the specified input. This is the number of the winning neuron.

Method Details

CalculateError() public method

public CalculateError ( IMLDataSet data ) : double
data IMLDataSet
return double

Classify() public method

public Classify ( IMLData input ) : int
input IMLData
return int

Compute() public method

Determine the winner for the specified input. This is the number of the winning neuron.
public Compute ( IMLData input ) : IMLData
input IMLData The input pattern.
return IMLData

Reset() public method

public Reset ( ) : void
return void

Reset() public method

public Reset ( int seed ) : void
seed int
return void

SOMNetwork() public method

Default constructor.
public SOMNetwork ( ) : Encog.MathUtil.Matrices
return Encog.MathUtil.Matrices

SOMNetwork() public method

The constructor.
public SOMNetwork ( int inputCount, int outputCount ) : Encog.MathUtil.Matrices
inputCount int Number of input neurons
outputCount int Number of output neurons
return Encog.MathUtil.Matrices

UpdateProperties() public final method

public final UpdateProperties ( ) : void
return void

Winner() public method

Determine the winner for the specified input. This is the number of the winning neuron.
public Winner ( IMLData input ) : int
input IMLData The input pattern.
return int