void CheckBufferAndPredict()
{
//Ensure the buffer is full
for (int i = 0; i < buffer.Length; i++)
{
if (buffer[i] == null)
{
return;
}
}
//If the predictor is in its prediction state, predict and pass on the result
if (trainingId == ID_PREDICT)
{
var prediction = predictor.Predict(buffer);
if (prediction != NO_PREDICTION)
{
Logger.Log(string.Format("Predicted: {0}", prediction));
Add(new TrainedEvent(prediction));
}
}
//Otherwise add the data to the training data set at the corresponding label
else
{
predictor.AddTrainingData(trainingId, buffer);
}
//Reset the buffer
buffer = new EEGEvent[types.Length];
}