private void AssignValue()
{
switch (initFuncComboBox.SelectedIndex)
{
case (0):
Init = new RandomInitializer();
break;
case (1):
Init = new OptimalRangeRandomInitializer(Activ = new BipolarSigmoid((double)alphaNumeric.Value));
break;
case (2):
Init = new ConstInitializer(double.Parse(constValueTextBox.Text));
break;
default:
Init = null;
break;
}
if (activFuncComboBox.SelectedIndex == 1)
{
Activ = new BipolarSigmoid((double)alphaNumeric.Value);
}
else
{
Activ = new Sigmoid((double)alphaNumeric.Value);
}
LearnerRate = (double)rateNumeric.Value;
LearnerMomentum = (double)momentumNumeric.Value;
int firstLayer = (int)windowSize.Value;
firstLayer += AddIndicators();
Layer = new List<int> { firstLayer };
if (layerCountCheckBox.Checked)
{
for (int i = 0; i < (int)layersNumeric.Value - 2; i++)
{
Layer.Add((int)windowSize.Value * 2);
}
}
else
{
for (int i = 0; i < (int)layersNumeric.Value - 2; i++)
{
var neuron = new NeuronCounts { Text = "Layer no. " + i + " count" };
DialogResult res = neuron.ShowDialog(this);
if (res == DialogResult.OK)
{
Layer.Add(neuron.Value);
}
}
}
Layer.Add(1);
int iterations;
if (!int.TryParse(iterationsTextBox.Text, out iterations))
{
iterations = 1000;
}
IterationsCount = iterations;
}
private void AssignValue()
{
switch (initFuncComboBox.SelectedIndex)
{
case (0):
Init = new RandomInitializer();
break;
case (1):
Init = new OptimalRangeRandomInitializer(Activ = new BipolarSigmoid((double)alphaNumeric.Value));
break;
case (2):
Init = new ConstInitializer(double.Parse(constValueTextBox.Text));
break;
default:
Init = null;
break;
}
if (activFuncComboBox.SelectedIndex == 1)
{
Activ = new BipolarSigmoid((double)alphaNumeric.Value);
}
else
{
Activ = new Sigmoid((double)alphaNumeric.Value);
}
LearnerRate = (double)rateNumeric.Value;
LearnerMomentum = (double)momentumNumeric.Value;
int firstLayer = (int)windowSize.Value;
firstLayer += AddIndicators();
Layer = new List <int> {
firstLayer
};
if (layerCountCheckBox.Checked)
{
for (int i = 0; i < (int)layersNumeric.Value - 2; i++)
{
Layer.Add((int)windowSize.Value * 2);
}
}
else
{
for (int i = 0; i < (int)layersNumeric.Value - 2; i++)
{
var neuron = new NeuronCounts {
Text = "Layer no. " + i + " count"
};
DialogResult res = neuron.ShowDialog(this);
if (res == DialogResult.OK)
{
Layer.Add(neuron.Value);
}
}
}
Layer.Add(1);
int iterations;
if (!int.TryParse(iterationsTextBox.Text, out iterations))
{
iterations = 1000;
}
IterationsCount = iterations;
}