private void btnManualTrainingARIMA_Click(object sender, EventArgs e)
{
int regularDifferencing, pRegular, qRegular, pSeason, qSeason, seasonDifferencing, seasonPartern;
try
{
pRegular = Int32.Parse(txtARRegular.Text);
regularDifferencing = Int32.Parse(txtRegularDifferencing.Text);
qRegular = Int32.Parse(txtMARegular.Text);
pSeason = Int32.Parse(this.txtARSeason.Text);
seasonDifferencing = Int32.Parse(this.txtSeasonDifferencing.Text);
qSeason = Int32.Parse(this.txtMASeason.Text);
seasonPartern = Int32.Parse(this.txtSeasonPartern.Text);
ARIMAModel.ManualTraining(pRegular, regularDifferencing, qRegular, pSeason, seasonDifferencing, qSeason, seasonPartern);
ARIMAModel.GetErrorSeries(out _errorSeries);
NeuralModel.SetData(_errorSeries);
showARIMAModel();
SettingTrainARIMA();
}
catch
{
}
}
private void btnNetworkNew_Click(object sender, EventArgs e)
{
string numInputs = this.txtNumInput.Text;
string numHiddens = this.txtNumHidden.Text;
string numOutputs = this.txtNumOutput.Text;
if (numInputs == "" || numHiddens == "" || numOutputs == "")
{
System.Windows.Forms.MessageBox.Show("Please insert the number of Input Nodes, Hidden Nodes, Output Nodes", null, System.Windows.Forms.MessageBoxButtons.OK);
return;
}
try
{
NeuralModel = new Neural(Int32.Parse(numInputs), Int32.Parse(numHiddens), Int32.Parse(numOutputs));
NeuralModel.SetData(_errorSeries);
System.Windows.Forms.MessageBox.Show("NetWork configuration successfull, You can train it");
this.txtNumOutput.Enabled = false;
this.txtNumHidden.Enabled = false;
this.txtNumInput.Enabled = false;
this.btnNetworkNew.Enabled = false;
this.btnNetworkLoad.Enabled = false;
this.btnNetworkSave.Enabled = true;
this.btnNetworkClear.Enabled = true;
this.btnTrainNeural.Enabled = true;
}
catch (Exception exception)
{
System.Windows.Forms.MessageBox.Show(exception.Message);
}
}
private void button1_Click(object sender, EventArgs e)
{
_errorSeries = _dataSeries.FindAll(item => true);
NeuralModel = new Neural();
NeuralModel.SetData(_errorSeries);
btnNetworkNew.Enabled = true;
btnNetworkLoad.Enabled = true;
btnPlotNeural.Enabled = true;
this.txtNumOutput.Enabled = false;
this.txtNumHidden.Enabled = true;
this.txtNumInput.Enabled = true;
}
private void btnNetworkClear_Click(object sender, EventArgs e)
{
NeuralModel = new Neural();
NeuralModel.SetData(_errorSeries);
this.txtNumInput.Text = "";
this.txtNumHidden.Text = "";
this.txtNumInput.Enabled = true;
this.txtNumHidden.Enabled = true;
this.btnNetworkNew.Enabled = true;
this.btnNetworkLoad.Enabled = true;
this.btnNetworkSave.Enabled = false;
this.btnNetworkClear.Enabled = false;
this.btnTrainNeural.Enabled = false;
this.btnTestNeural.Enabled = false;
this.btnForecastNeural.Enabled = false;
}
private void btnNetworkLoad_Click(object sender, EventArgs e)
{
OpenFileDialog fileDialog = new OpenFileDialog();
fileDialog.Title = "Load Network Config File";
fileDialog.DefaultExt = "xml";
DialogResult result = fileDialog.ShowDialog();
string dataFile = "";
if (result == System.Windows.Forms.DialogResult.OK)
{
dataFile = fileDialog.FileName;
Neural temp = Neural.Import(dataFile);
if (temp == null)
{
System.Windows.Forms.MessageBox.Show("The Input file is not correct format !!!", null, System.Windows.Forms.MessageBoxButtons.OK);
}
else
{
NeuralModel = temp;
NeuralModel.SetData(_errorSeries);
this.txtNumInput.Text = NeuralModel.m_iNumInputNodes.ToString();
this.txtNumHidden.Text = NeuralModel.m_iNumHiddenNodes.ToString();
this.btnNetworkNew.Enabled = false;
this.btnNetworkLoad.Enabled = false;
this.btnNetworkSave.Enabled = true;
this.btnNetworkClear.Enabled = true;
this.btnTrainNeural.Enabled = true;
this.btnForecastNeural.Enabled = true;
this.btnTestNeural.Enabled = true;
this.btnForecast.Enabled = true;
this.btnTest.Enabled = true;
}
}
else
{
return;
}
}