private void btnStop_Click(object sender, EventArgs e)
{
if (textParas.Text.Length < 1)
{
MessageBox.Show("Para Setting Is Empty");
return;
}
if (textTraingInputs.Lines.Length < 1)
{
MessageBox.Show("Test Input Is Empty");
return;
}
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
//ANNWrapper.PrintBPParameters("C:\\TypePara.text");
double[] inputs = new double[64];
double[] dests = new double[4];
int divideFactor = Int32.Parse(textParaFactor.Text);
int matchCount = 0;
Random rand = new Random();
Double noiseFactor = Double.Parse(textNoiseFactor.Text);
foreach (string line in textTraingInputs.Lines)
{
string[] strs = line.Split(',');
if (strs.Length != 65)
{
continue;
}
for (int i = 0; i < 64; i++)
{
inputs[i] = Double.Parse(strs[i]) / divideFactor;
}
//Add Noise Factor to Input
int noiseCount = Int32.Parse(textNoiseCount.Text);
for (int i = 0; i < noiseCount; i++)
{
inputs[rand.Next(0, 63)] = noiseFactor;
}
/* string dest = Convert.ToString(Int32.Parse(strs[64]), 2);*/
for (int i = 0; i < 4; i++)
{
dests[i] = 0.0;
}
if (!ANNWrapper.Recognition(inputs, dests))
{
MessageBox.Show("Recognition Error:" + line);
continue;
}
Int32 dest = 0;
if (dests[0] > 0.5)
{
dest += 1;
}
if (dests[1] > 0.5)
{
dest += 2;
}
if (dests[2] > 0.5)
{
dest += 4;
}
if (dests[3] > 0.5)
{
dest += 8;
}
if (dest == Int32.Parse(strs[64]))
{
matchCount += 1;
}
else
{
textUnMatch.AppendText(line + "|" + dests[0].ToString() + "," + dests[1].ToString() + "," + dests[2].ToString() + "," + dests[3].ToString() + "" + "\r\n");
}
}
double dblRate = matchCount * 100.0 / textTraingInputs.Lines.Length;
MessageBox.Show("%" + dblRate.ToString() + "(" + matchCount.ToString() + "/" + textTraingInputs.Lines.Length + ")");
}