C# 클래스 MCAEmotiv.Classification.AbstractBinaryClassifier

상속: AbstractClassifier, IBinaryClassifier

파일 보기 프로젝트 열기: madelson/Emotiv-Experimenter

공개 메소드들

메소드	설명
GetBinaryClass ( int cls ) : bool?	Returns true if cls maps to a positive example, false if cls maps to a negative example, and null if there is no mapping for cls.

보호된 메소드들

메소드	설명
ConvertToBinaryExample ( Example nonBinaryExample ) : Example	Returns an example whose class is the binary equivalent of the given example's class and whose features are the same as the given example's features
PredictBinary ( Example binaryExample, double &confidence ) : int	Classify as NegativeExampleValue or PositiveExampleValue
PredictHelper ( Example example, double &confidence ) : int	Calls PredictBinary, and then converts the prediction back to a regular class value.
TrainBinary ( IArrayView binaryExamples ) : void	The values of the pairs are the labels mapped to either NegativeExampleValue or PositiveExampleValue.
TrainHelper ( IArrayView examples ) : void	Converts the examples to have binary class values, then calls TrainBinary. The mappings from regular classes to binary classes are stored until future calls to TrainHelper.

메소드 상세

ConvertToBinaryExample() 보호된 메소드

Returns an example whose class is the binary equivalent of the given example's class and whose features are the same as the given example's features

protected ConvertToBinaryExample ( Example nonBinaryExample ) : Example
nonBinaryExample	Example
리턴	Example

GetBinaryClass() 공개 메소드

Returns true if cls maps to a positive example, false if cls maps to a negative example, and null if there is no mapping for cls.

public GetBinaryClass ( int cls ) : bool?
cls	int
리턴	bool?

PredictBinary() 보호된 추상적인 메소드

Classify as NegativeExampleValue or PositiveExampleValue

protected abstract PredictBinary ( Example binaryExample, double &confidence ) : int
binaryExample	Example
confidence	double
리턴	int

PredictHelper() 보호된 메소드

Calls PredictBinary, and then converts the prediction back to a regular class value.

protected PredictHelper ( Example example, double &confidence ) : int
example	Example
confidence	double
리턴	int

TrainBinary() 보호된 추상적인 메소드

The values of the pairs are the labels mapped to either NegativeExampleValue or PositiveExampleValue.

protected abstract TrainBinary ( IArrayView binaryExamples ) : void
binaryExamples	IArrayView
리턴	void

TrainHelper() 보호된 메소드

Converts the examples to have binary class values, then calls TrainBinary. The mappings from regular classes to binary classes are stored until future calls to TrainHelper.

protected TrainHelper ( IArrayView examples ) : void
examples	IArrayView
리턴	void