private void ComputeSuperFeatures()
{
foreach (IFeature f in SubFeatures)
{
FastQueue <double> CurrentQueue = SubResults[f];
List <double> CurrentData = CurrentQueue.Peek(SuperWindowLength);
CurrentQueue.Delete(SuperWindowShift);
DataProvider.Data = CurrentData;
List <IFeature> CurrentSuperFeatures = SuperFeatures[f];
foreach (IFeature superf in CurrentSuperFeatures)
{
superf.Compute();
FinalFeatures.Add(superf.Feature);
}
}
if (SuperFeaturesComputed != null)
{
SubFeaturesComputedEventArgs e = new SubFeaturesComputedEventArgs();
e.ComputedFeatures = FinalFeatures;
SuperFeaturesComputed.Invoke(this, e);
}
Classify();
AllFeatures.Add(new List <double>(FinalFeatures));
FinalFeatures.Clear();
if (SubResults.First().Value.Count > SuperWindowLength)
{
ComputeSuperFeatures();
}
}
private void ComputeSuperFeatures()
{
foreach (IFeature f in SubFeatures)
{
FastQueue<double> CurrentQueue = SubResults[f];
List<double> CurrentData = CurrentQueue.Peek(SuperWindowLength);
CurrentQueue.Delete(SuperWindowShift);
DataProvider.Data = CurrentData;
List<IFeature> CurrentSuperFeatures = SuperFeatures[f];
foreach (IFeature superf in CurrentSuperFeatures)
{
superf.Compute();
FinalFeatures.Add(superf.Feature);
}
}
if (SuperFeaturesComputed != null)
{
SubFeaturesComputedEventArgs e = new SubFeaturesComputedEventArgs();
e.ComputedFeatures = FinalFeatures;
SuperFeaturesComputed.Invoke(this, e);
}
Classify();
AllFeatures.Add(new List<double>(FinalFeatures));
FinalFeatures.Clear();
if (SubResults.First().Value.Count > SuperWindowLength)
ComputeSuperFeatures();
}