private void Button_Click(object sender, RoutedEventArgs e)
{
enabled = false;
int iter;
if (!int.TryParse(iter_input.Text, out iter))
{
iter = 50000;
}
for (int i = 0; i < iter; i++)
{
choice = rnd.Next(3);
if (i % 50000 == 0)
{
CheckForErrors();
}
switch (choice)
{
case 0:
{
elem = rnd.Next(red_set_top.Length);
p.Backpropagation(ref red_set_top[elem], ref ideal_red_top);
break;
}
case 1:
{
elem = rnd.Next(blue_set.Length);
p.Backpropagation(ref blue_set[elem], ref ideal_blue);
break;
}
case 2:
{
elem = rnd.Next(red_set_bot.Length);
p.Backpropagation(ref red_set_bot[elem], ref ideal_red_bot);
break;
}
}
}
enabled = true;
surface.InvalidateVisual();
p.PrintWeights(true);
StreamWriter wr = new StreamWriter(@"./ErrorStatistics.txt", false);
foreach (KeyValuePair <int, double> er in ErrorStatistics)
{
wr.WriteLine((1 + er.Key) * 50000 + " - " + er.Value);
}
wr.Close();
}
