private void Predictter()
{
while (!predictCancellationTokenSource.IsCancellationRequested)
{
try
{
if (emgDataList.Count < WinLength)
{
continue;
}
try
{
GestureMavResult = _emgClassifier.GetMAV(emgDataList.GetRange(emgDataList.Count - WinLength, WinLength));
GestureResult = GestureMavResult < ClassMav[0] * ThresholdMavFactor ? 0 : _emgClassifier.Predict(emgDataList.GetRange(emgDataList.Count - WinLength, WinLength));
ResultGenerated?.Invoke(null, new[] { GestureResult, GestureMavResult / ClassMav[GestureResult] });
}
catch (Exception)
{
//
}
//IntResultGenerated?.Invoke(null,GestureResult);
// List<double> resultMavDoubles = new List<double>(){0,0,0,0,0,0,0};
var resultDoubles = new List <double>()
{
0, 0, 0, 0, 0, 0, 0
};
resultDoubles[GestureResult] = 1;
//resultMavDoubles[GestureResult] = GestureMavResult;
ResultData.Add(resultDoubles);
lock (emgLock) emgDataList.RemoveRange(0, StepLength);
}
catch (Exception)
{
//Console.WriteLine(e);
}
}
}
protected void _Finish()
{
ResultGenerated?.Invoke(PossibleResult <TOut> .Done());
}
protected void _Notify(TOut result)
{
ResultGenerated?.Invoke(PossibleResult <TOut> .Of(result));
}
protected void _Err(Exception error)
{
ResultGenerated?.Invoke(PossibleResult <TOut> .Of(error));
}
