C# Class MCAEmotiv.Classification.AdaBoost

Inheritance: AbstractBinaryClassifier

Exibir arquivo Open project: madelson/Emotiv-Experimenter

Private Properties

Property	Type	Description
GetAlpha	double
SelectFeatures	IArrayView
TrainWeakLearner	double

Protected Methods

Method	Description
PredictBinary ( Example binaryExample, double &confidence ) : int	Predicts the binary class of the binary example using the weighted vote of each weak learner
TrainBinary ( IArrayView binaryExamples ) : void	Trains the classifier on the supplied binary examples

Private Methods

Method	Description
GetAlpha ( double trainingError ) : double
SelectFeatures ( IArrayView binaryExamples, int round ) : IArrayView
TrainWeakLearner ( IArrayView binaryExamples, IArrayView weights, int round, bool predictionResults ) : double

Method Details

PredictBinary() protected method

Predicts the binary class of the binary example using the weighted vote of each weak learner

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

TrainBinary() protected method

Trains the classifier on the supplied binary examples

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