public static Tuple <List <double>, List <List <double> > > Calculate(DataSetLoader loader)
{
var signers = loader.EnumerateSigners().ToList();
var resampler = new ReSamplingFeatureExtraction()
{
InputButton = FusionFeatures.Button,
InputX = FusionFeatures.X,
InputY = FusionFeatures.Y
};
var results = resampler.Calculate(signers);
TxtHelper.Save(TxtHelper.ReSamplingResultsToLines(results), "resamplingdataset");
return(results);
}
public Tuple <List <double>, List <List <double> > > Calculate(Signer signer)
{
var resList = new List <double>();
var dataLists = new List <List <double> >();
Parallel.ForEach(signer.Signatures, sig =>
{
if (sig.Origin == Origin.Genuine)
{
var newRes = Calculate(sig);
List <double> newResList = newRes.Item1;
List <List <double> > newDataLists = newRes.Item2;
lock (o)
{
resList.AddRange(newResList);
if (dataLists.Count == 0)
{
for (int i = 0; i < newDataLists.Count; i++)
{
dataLists.Add(new List <double>());
}
}
if (dataLists.Count != newDataLists.Count)
{
throw new Exception();
}
for (int i = 0; i < dataLists.Count; i++)
{
dataLists[i].AddRange(newDataLists[i]);
}
}
}
}
);
Check(resList, dataLists);
var res = new Tuple <List <double>, List <List <double> > >(resList, dataLists);
TxtHelper.Save(TxtHelper.ReSamplingResultsToLines(res), "resamplingdata" + signer.ID);
return(res);
}
