public void SetData(SeriesData data, SeriesVariable variable, NeuralNetworkAnalysisForm.NetworkSpecification networkProperties)
{
this.data = data;
this.variable = variable;
this.networkProperties = networkProperties;
this.lblVariable.Text = variable.VariableName;
this.update();
}
public void NeuralNetworkAnalysis()
{
SelectAnalyzedVariable dlg = new SelectAnalyzedVariable(this.data.SeriesVariables);
dlg.ShowDialog();
if (dlg.DialogResult == DialogResult.OK)
{
NeuralNetworkAnalysisForm neural = new NeuralNetworkAnalysisForm();
neural.SetVariable(dlg.SelectedVariable);
neural.ShowDialog();
if (neural.DialogResult == DialogResult.Yes)
{
ANNSelectResultView select = new ANNSelectResultView();
select.ShowDialog();
if (select.DialogResult == DialogResult.OK)
{
ANNResultTabPage annTabPage = new ANNResultTabPage();
annTabPage.Title = "Neural Network: '" + dlg.SelectedVariable.VariableName + "'";
if (select.IsForecastedDataGridChecked)
{
annTabPage.SetData(this.data, dlg.SelectedVariable, neural.NetworkProperties, neural.Solution, neural.Forecast(select.ForecastingStep));
}
else
{
annTabPage.SetData(this.data, dlg.SelectedVariable, neural.NetworkProperties, neural.Solution, null);
}
annTabPage.IsAnnModelSummaryVisible = select.IsAnnModelSummaryChecked;
annTabPage.IsActualPredictedResidualDataGridVisible = select.IsActualPredictedResidualDataGridChecked;
annTabPage.IsForecastedDataGridVisible = select.IsForecastedDataGridChecked;
annTabPage.IsActualAndPredictedGraphVisible = select.IsActualAndPredictedGraphChecked;
annTabPage.IsActualAndForecastedGraphVisible = select.IsActualAndForecastedGraphChecked;
annTabPage.IsActualVsPredictedGraphVisible = select.IsActualVsPredictedGraphChecked;
annTabPage.IsResidualGraphVisible = select.IsResidualGraphChecked;
annTabPage.IsResidualVsActualGraphVisible = select.IsResidualVsActualGraphChecked;
annTabPage.IsResidualVsPredictedGraphVisible = select.IsResidualVsPredictedGraphChecked;
annTabPage.DrawControl();
annTabPage.IsDrawn = true;
this.tabControlResult.AddTab(annTabPage);
this.tabControlResult.SelectedItem = annTabPage;
this.tabControlData.SelectedTab = this.tabPageResult;
}
}
}
}
public void SetData(SeriesData data, SeriesVariable variable, NeuralNetworkAnalysisForm.NetworkSpecification networkProperties,
double[] predicted, double[] forecasted)
{
this.data = data;
this.variable = variable;
this.predicted = predicted;
this.forecasted = forecasted;
this.networkProperties = networkProperties;
}