private void startLearningButton_Click(object sender, EventArgs e)
{
try
{
var fromLine = long.Parse(fromLineTextBox.Text);
var lineCount = long.Parse(lineCountTextBox.Text);
Type outputVariant;
if (twoTypesRadioButton.Checked)
{
outputVariant = typeof(GenericConnectionType);
}
else if (generalTypesRadioButton.Checked)
{
outputVariant = typeof(MiddleSpecificConnectionType);
}
else if (allTypesRadioButton.Checked)
{
outputVariant = typeof(SpecificConnectionType);
}
else
{
throw new Exception("Didnt choose output type");
}
_myNetwork = new KddNetwork(learnFileTextBox.Text, fromLine, lineCount, outputVariant);
SetElementsInactive();
learningWorker.RunWorkerAsync();
}
catch (Exception ex)
{
MessageBox.Show(ex.Message);
}
}
public void TestSpecificOutput()
{
var network = new KddNetwork(filename, StartLine, LineCount, typeof(SpecificConnectionType));
network.StartLearning();
var testRows = Row.LoadLinesFromFile(filename, StartLine, LineCount);
int count = 0;
int errors = 0;
int notNormal = 0;
foreach (var r in testRows)
{
var output = network.TestInput(r.AsIputArray());
//if (val != output) count++;
if ((int)output == (int)r.ConType)
{
count++;
}
else
{
errors++;
}
if (r.GenConType != GenericConnectionType.normal)
{
notNormal++;
}
}
}
private void button2_Click(object sender, EventArgs e)
{
if (_openFileDialog.ShowDialog() == DialogResult.OK)
{
using (var f = File.OpenRead(_openFileDialog.FileName))
{
var bin = new BinaryFormatter();
var pnn = (Pnn)bin.Deserialize(f);
if (_myNetwork == null)
{
try
{
var fromLine = long.Parse(fromLineTextBox.Text);
var lineCount = long.Parse(lineCountTextBox.Text);
Type outputVariant;
if (twoTypesRadioButton.Checked)
{
outputVariant = typeof(GenericConnectionType);
}
else if (generalTypesRadioButton.Checked)
{
outputVariant = typeof(MiddleSpecificConnectionType);
}
else if (allTypesRadioButton.Checked)
{
outputVariant = typeof(SpecificConnectionType);
}
else
{
throw new Exception("Didnt choose output type");
}
_myNetwork = new KddNetwork(learnFileTextBox.Text, fromLine, lineCount, outputVariant);
}
catch (Exception ex)
{
MessageBox.Show(ex.Message);
}
}
_myNetwork.PnnNetwork = pnn;
}
}
}
