C# Class NNX.Core.Training.BaseTrainer

Inheritance: ITrainer

Mostrar archivo Open project: ikhramts/NNX

Public Methods

Method	Description
GetAccuracy ( INeuralNetwork nn, IList testSet ) : double
GetBatch ( IList set, int size, IRandomGenerator rand ) : IList
GetError ( INeuralNetwork nn, IList testSet ) : double
GetValidationSetFraction ( ) : double
InitializeWeights ( INeuralNetwork nn, IRandomGenerator rand ) : void
Train ( IList trainingSet, IList validationSet, IRandomGenerator rand, INeuralNetwork nn ) : void
Train ( IList trainingSet, INeuralNetwork nn ) : void
Validate ( ) : void

Method Details

GetAccuracy() public static method

public static GetAccuracy ( INeuralNetwork nn, IList testSet ) : double
nn	INeuralNetwork
testSet	IList
return	double

GetBatch() public static method

public static GetBatch ( IList set, int size, IRandomGenerator rand ) : IList
set	IList
size	int
rand	IRandomGenerator
return	IList

GetError() public static method

public static GetError ( INeuralNetwork nn, IList testSet ) : double
nn	INeuralNetwork
testSet	IList
return	double

GetValidationSetFraction() public abstract method

public abstract GetValidationSetFraction ( ) : double
return	double

InitializeWeights() public static method

public static InitializeWeights ( INeuralNetwork nn, IRandomGenerator rand ) : void
nn	INeuralNetwork
rand	IRandomGenerator
return	void

Train() public abstract method

public abstract Train ( IList trainingSet, IList validationSet, IRandomGenerator rand, INeuralNetwork nn ) : void
trainingSet	IList
validationSet	IList
rand	IRandomGenerator
nn	INeuralNetwork
return	void

Train() public method

public Train ( IList trainingSet, INeuralNetwork nn ) : void
trainingSet	IList
nn	INeuralNetwork
return	void

Validate() public abstract method

public abstract Validate ( ) : void
return	void