C# 클래스 Encog.ML.SVM.SupportVectorMachine

상속: Encog.ML.BasicML, IMLMethod, IMLRegression, IMLInputOutput, IMLInput, IMLOutput, IMLClassification, IMLError

공개 메소드들

메소드	설명
CalculateError ( IMLDataSet data ) : double	Calculate the error for this SVM.
Classify ( IMLData input ) : int
Compute ( IMLData input ) : IMLData	Compute the output for the given input.
MakeSparse ( IMLData data ) : Encog.MathUtil.LIBSVM.svm_node[]	Convert regular Encog MLData into the "sparse" data needed by an SVM.
SupportVectorMachine ( ) : System	Construct the SVM.
SupportVectorMachine ( int theInputCount, SVMType svmType, KernelType kernelType ) : System	Construct a SVM network.
SupportVectorMachine ( int theInputCount, bool regression ) : System	Construct an SVM network. For regression it will use an epsilon support vector. Both types will use an RBF kernel.
SupportVectorMachine ( svm_model theModel ) : System	Construct a SVM from a model.
UpdateProperties ( ) : void	Not needed, no properties to update.

Calculate the error for this SVM.

public CalculateError ( IMLDataSet data ) : double
data	IMLDataSet	The training set.
리턴	double

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

Compute the output for the given input.

public Compute ( IMLData input ) : IMLData
input	IMLData	The input to the SVM.
리턴	IMLData

Convert regular Encog MLData into the "sparse" data needed by an SVM.

public MakeSparse ( IMLData data ) : Encog.MathUtil.LIBSVM.svm_node[]
data	IMLData	The data to convert.
리턴	Encog.MathUtil.LIBSVM.svm_node[]

Construct the SVM.

public SupportVectorMachine ( ) : System
리턴	System

Construct a SVM network.

public SupportVectorMachine ( int theInputCount, SVMType svmType, KernelType kernelType ) : System
theInputCount	int	The input count.
svmType	SVMType	The type of SVM.
kernelType	KernelType	The SVM kernal type.
리턴	System

Construct an SVM network. For regression it will use an epsilon support vector. Both types will use an RBF kernel.

public SupportVectorMachine ( int theInputCount, bool regression ) : System
theInputCount	int	The input count.
regression	bool	True if this network is used for regression.
리턴	System

Construct a SVM from a model.

public SupportVectorMachine ( svm_model theModel ) : System
theModel	Encog.MathUtil.LIBSVM.svm_model	The model.
리턴	System

Not needed, no properties to update.

public UpdateProperties ( ) : void
리턴	void