C# Class MCAEmotiv.Classification.VotedPerceptron

Inheritance: AbstractOnlineBinaryClassifier, IWeightedClassifier

显示文件 Open project: madelson/Emotiv-Experimenter

Private Properties

Property	Type	Description
DoTrainingStep	void
TrainBinary	void

Public Methods

Method	Description
Train ( IArrayView labeledExamples, IArrayView weights ) : void	Trains the classifier

Protected Methods

Method	Description
PredictBinary ( Example binaryExample, double &confidence ) : int	Computes the classifier's binary prediction
TrainBinary ( IArrayView binaryExamples ) : void	Trains the classifier in an online manner
TrainMoreBinary ( IArrayView binaryExamples ) : void	Trains the classifier in an online manner

Private Methods

Method	Description
DoTrainingStep ( Example binaryExample, double weight ) : void
TrainBinary ( IArrayView binaryExamples, IArrayView weights ) : void	Trains the classifier

Method Details

PredictBinary() protected method

Computes the classifier's binary prediction

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

Train() public method

Trains the classifier

public Train ( IArrayView labeledExamples, IArrayView weights ) : void
labeledExamples	IArrayView
weights	IArrayView
return	void

TrainBinary() protected method

Trains the classifier in an online manner

protected TrainBinary ( IArrayView binaryExamples ) : void
binaryExamples	IArrayView
return	void

TrainMoreBinary() protected method

Trains the classifier in an online manner

protected TrainMoreBinary ( IArrayView binaryExamples ) : void
binaryExamples	IArrayView
return	void