Inheritance diagram for SharpBCI.AggregateKNNDTWPredictor:

Public Member Functions
	AggregateKNNDTWPredictor (int channels, int k, double thresholdProb, EEGDataType[] bands)

Public Member Functions inherited from SharpBCI.Predictor
	Predictor (int channels, int k, double thresholdProb, EEGDataType[] bands)

void	AddTrainingData (int id, EEGEvent[] events)

void	ClearTrainingData ()
	Clears all training data stored within the predictor Essentially a reset of the entire prediction system Use between changing environments and/or participants. More...

void	SetChannelWeights (double[] newWeights)

void	SetBandWeights (double[] newWeights)

int	Predict (EEGEvent[] events)

List< KeyValuePair< int, double > >	ComputeDistances (double[][] data)

int	Vote (List< KeyValuePair< int, double >> distances)

Public Member Functions inherited from SharpBCI.IPredictor< T >
void	AddTrainingData (int label, T data)
	Add data to labeled training data set. More...

int	Predict (T test)
	Makes a prediction from the underlying model based off the new data. More...

Additional Inherited Members
Public Attributes inherited from SharpBCI.Predictor
const int	NO_PREDICTION = -1
	see AggregatePredictionPipeable.NO_PREDICTION More...

Protected Attributes inherited from SharpBCI.Predictor
readonly Dictionary < EEGDataType, int >	bandLookup = new Dictionary<EEGDataType, int>()
	Dictionary which maps EEGDataTypes to integers for easy indexing into the buffer. More...

readonly Dictionary< int, List < double[][]> >	trainingData = new Dictionary<int, List<double[][]>>()
	Dictionary storing all training data. More...

readonly EEGDataType[]	bands
	List of EEGDataTypes that the predictor expects for its training and predictions. More...

readonly int	channels
	Number of channels on the headset, as reported by. More...

readonly int	k
	A non-negative non-zero integer representing the number of results from KNN algorithm. More...

readonly double	thresholdProb
	A double between 0-1 indicating the probability threshhold below which predictions will be thrown out. More...

double[]	bandWeights

double[]	channelWeights

Constructor & Destructor Documentation

SharpBCI.AggregateKNNDTWPredictor.AggregateKNNDTWPredictor	(	int	channels,
		int	k,
		double	thresholdProb,
		EEGDataType[]	bands
	)

Member Function Documentation

override double SharpBCI.AggregateKNNDTWPredictor.Compute	(	double[]	x,
		double[]	y
	)

protectedvirtual

The documentation for this class was generated from the following file: