public void Store()
{
if (!Setup)
{
//Setup Mean and Std
Statistics = new RunningStatistics[Values.Length];
for (int i = 0; i < Statistics.Length; i++)
{
Statistics[i] = new RunningStatistics();
}
//Write Labels
for (int i = 0; i < Names.Length; i++)
{
Labels.WriteLine("[" + i + "]" + " " + Names[i]);
}
Labels.Close();
Setup = true;
}
//Enqueue Sample
float[] item = (float[])Values.Clone();
lock (Buffer) {
Buffer.Enqueue(item);
}
//Reset Running Index
Dim = 0;
}
public void Finish()
{
if (Labels != null)
{
for (int i = 0; i < Names.Length; i++)
{
Labels.WriteLine("[" + i + "]" + " " + Names[i]);
}
Labels.Close();
}
if (File != null)
{
File.Close();
}
if (Norm != null)
{
string mean = string.Empty;
for (int i = 0; i < Mean.Length; i++)
{
mean += Mean[i].Mean().ToString(Accuracy) + Separator;
}
mean = mean.Remove(mean.Length - 1);
mean = mean.Replace(",", ".");
Norm.WriteLine(mean);
string std = string.Empty;
for (int i = 0; i < Std.Length; i++)
{
std += (Std[i].Std() / Weights[i]).ToString(Accuracy) + Separator;
}
std = std.Remove(std.Length - 1);
std = std.Replace(",", ".");
Norm.WriteLine(std);
Norm.Close();
}
}