C# 클래스 NNX.Core.Training.BaseTrainer

상속: ITrainer

파일 보기 프로젝트 열기: ikhramts/NNX

공개 메소드들

메소드	설명
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

메소드 상세

GetAccuracy() 공개 정적인 메소드

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

GetBatch() 공개 정적인 메소드

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

GetError() 공개 정적인 메소드

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

GetValidationSetFraction() 공개 추상적인 메소드

public abstract GetValidationSetFraction ( ) : double
리턴	double

InitializeWeights() 공개 정적인 메소드

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

Train() 공개 추상적인 메소드

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

Train() 공개 메소드

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

Validate() 공개 추상적인 메소드

public abstract Validate ( ) : void
리턴	void