private void CalculateDistances(int X1, int X2)
{
List <double> distances = new List <double>(this.m_set.Samples.Count);
for (int i = 0; i < this.m_set.Samples.Count; i++)
{
TrainingSample sample = this.m_set.Samples[i];
double distance = this.FindDistance(X1, X2, sample.X1, sample.X2);
distances.Add(distance);
m_results.Add(new TrainingResult(sample.X1, sample.X2, distance, i, sample.Output));
}
}
public void AddSample(TrainingSample sample)
{
if (this.m_canAddSample)
{
if (!this.Samples.Contains(sample))
{
this.Samples.Add(sample);
}
else
{
throw new Exception("Already contains value");
}
}
else
{
throw new Exception("Training set was locked");
}
}
