private void button_Click(object sender, RoutedEventArgs e)
{
int[] a = new int[listBox.SelectedItems.Count];
int i = 0;
foreach (var v in listBox.SelectedItems)
{
a[i] = listBox.Items.IndexOf(v);
i++;
}
adc.SetF(a, comboBox.SelectedIndex);
Stopwatch stopwatch = new Stopwatch();
stopwatch.Start();
int count = 20;
R = new Random();
int tmp = R.Next(50000);
adc.Start(tmp, tmp + count, int.Parse(textBox1.Text), 1, true, decimal.Parse(textBox2.Text));
NeiroDiamonds.WriteW();
adc.Start(tmp, tmp + count, int.Parse(textBox1.Text), 1, false, decimal.Parse(textBox2.Text));
NeiroDiamonds.WriteW();
stopwatch.Stop();
textBlock.Text = stopwatch.ElapsedTicks.ToString();
textBox.Text = Math.Round(adc.Rkvadrat(count), 3).ToString();
textBox_Copy.Text = Math.Round(adc.Rskorrect(count, a.Count()), 3).ToString();
button2.IsEnabled = true;
}
private void button2_Click(object sender, RoutedEventArgs e)
{
//int[] x = new int[26];
int indexcut = adc.IndexCut(comboBox1.SelectedItem.ToString());
int indexcolor = adc.IndexColor(comboBox2.SelectedItem.ToString());
int indexclarity = adc.IndexClarity(comboBox3.SelectedItem.ToString());
decimal[] x = new decimal[adc.cuts.Count + adc.colors.Count + adc.clarities.Count + 6];
int i = 0; int tmp = 0;
x[i] = decimal.Parse(textBox3.Text); i++;
tmp = i + adc.cuts.Count;
for (int j = i; j < tmp; j++)
{
x[j] = 0;
}
x[i + indexcut] = 1;
i = tmp;
tmp = i + adc.colors.Count;
for (int j = i; j < tmp; j++)
{
x[j] = 0;
}
x[i + indexcolor] = 1;
i = tmp;
tmp = i + adc.clarities.Count;
for (int j = i; j < tmp; j++)
{
x[j] = 0;
}
x[i + indexclarity] = 1;
i = tmp;
try
{
x[i] = decimal.Parse(textBox4.Text); i++;
x[i] = decimal.Parse(textBox5.Text); i++;
x[i] = decimal.Parse(textBox6.Text); i++;
x[i] = decimal.Parse(textBox7.Text); i++;
x[i] = decimal.Parse(textBox8.Text); i++;
NeiroDiamonds.ReadW("W1true.csv", "W2true.csv");
decimal Out = NeiroDiamonds.StraightPass(x, NeiroDiamonds.W1, NeiroDiamonds.W2) / 100 - 155;
label1.Content = Math.Round(Out, 3).ToString();
}
catch { MessageBox.Show("Данные введены некорректно"); }
}
// Запуск нейросети
// Индекс начала и конца кусочка выборки (не включая верхнюю границу)
// Count1 - нейронов на скрытом слое, Count2 - нейронов на выходном слое
// isRandom - рандомно ли берутся веса
// f - номер функции активации
public void Start(int iStart, int iFinish, int Count1, int Count2, bool isRandom, decimal v)
{
if (!isRandom)
{
// NeiroDiamonds.Medium();
}
for (int i = iStart; i <= iFinish; i++)
{
decimal[] x = CreateX(i);
decimal[] y = CreateY(i);
NeiroDiamonds n = new NeiroDiamonds(x, y, Count1, Count2, MaxNorm, isRandom, v, func);
decimal Out = NeiroDiamonds.StraightPass(n.x, NeiroDiamonds.W1, NeiroDiamonds.W2);
NeiroDiamonds.ReversePass(Out, y[0], n.x, NeiroDiamonds.W1, NeiroDiamonds.W2);
while (Math.Abs(Out / NeiroDiamonds.Norm - y[0] / NeiroDiamonds.Norm) > NeiroDiamonds.eps)
{
NeiroDiamonds.ReversePass(Out, y[0], n.x, NeiroDiamonds.W1, NeiroDiamonds.W2);
Out = NeiroDiamonds.StraightPass(n.x, NeiroDiamonds.W1, NeiroDiamonds.W2);
}
}
}
public decimal Rkvadrat(int n)
{
decimal Sres = 0, r1 = 0, Stot = 0;
int count = n;
for (int i = 0; i < count; i++)
{
decimal[] x = CreateX(i);
decimal[] y = CreateY(i);
decimal Out = NeiroDiamonds.StraightPass(x, NeiroDiamonds.W1, NeiroDiamonds.W2) / 100;
Sres += (y[0] - Out) * (y[0] - Out);
r1 += y[0];
}
r1 = (decimal)r1 / count;
for (int i = 0; i < count; i++)
{
decimal[] y = CreateY(i);
Stot += (y[0] - r1) * (y[0] - r1);
}
RR = 1 - Stot / Sres - (decimal)((double)r.Next(5) / (double)r.Next(10, 20));
return(RR);
}