private void RunManual()
{
ResetGraphs();
ResetOutputFields();
if (chkAllCombinations.Checked)
{
SearchExhaustiveModelList();
return;
}
DataTable dt = _projMgr.ModelDataTable;
int numVars = lbIndVariables.Items.Count;
FitnessCriteria fitnessCrit = GetFitnessCriteria();
MLRIndividual indiv = null;
indiv = new MLRIndividual(numVars, numVars, fitnessCrit, _maxVIF, _decisionThreshold, _mandateThreshold);
for (int i = 0; i < numVars; i++)
indiv.Chromosome[i] = (short)(i + 1);
indiv.Evaluate();
_list.Clear();
_list.Add(indiv);
btnRun.Text = "Run";
changeControlStatus(true);
UpdateFitnessListBox();
return;
}
/// <summary>
/// Fires when the app opens a project file
/// </summary>
/// <param name="projMgr"></param>
///
public void UnpackState(object objPackedStates)
{
ModelingInfo formPackedState = (ModelingInfo)objPackedStates;
//If either of these are null, then no project to open
if (formPackedState == null)
return;
if (formPackedState.AvailableVariables == null) return;
//Unpack the saved state of the PLS modeling control.
this.Show();
tabControl1.SelectedTab = tabControl1.TabPages["PLS"];
ipyPLSControl.UnpackProjectState(formPackedState.PlsProject);
//Return to the tab that was active when the project was saved.
tabControl1.SelectedIndex = formPackedState.ActiveModelingTab;
//Console.WriteLine("\n*** Modeling: project opened.***\n");
//Save dependent variable transform
if (formPackedState.DependentVariableTransform == Globals.DependentVariableTransforms.none)
mlrPredObs1.Transform = Globals.DependentVariableTransforms.none;
else if (formPackedState.DependentVariableTransform == Globals.DependentVariableTransforms.Log10)
mlrPredObs1.Transform = Globals.DependentVariableTransforms.Log10;
else if (formPackedState.DependentVariableTransform == Globals.DependentVariableTransforms.Ln)
mlrPredObs1.Transform = Globals.DependentVariableTransforms.Ln;
else if (formPackedState.DependentVariableTransform == Globals.DependentVariableTransforms.Power)
mlrPredObs1.Transform = Globals.DependentVariableTransforms.Power;
_projMgr.Model = formPackedState.Model;
//Save available and independent variables
lbAvailableVariables.Items.Clear();
for (int i = 0; i < formPackedState.AvailableVariables.Count; i++)
lbAvailableVariables.Items.Add(formPackedState.AvailableVariables[i]);
lbIndVariables.Items.Clear();
for (int i = 0; i < formPackedState.IndependentVariables.Count; i++)
lbIndVariables.Items.Add(formPackedState.IndependentVariables[i]);
lblAvailVars.Text = lbAvailableVariables.Items.Count.ToString();
lblDepVars.Text = lbIndVariables.Items.Count.ToString();
//Save the chromosomes
if (_list != null)
_list.Clear();
else _list = new List<IIndividual>();
_projMgr.ModelDataTable = CreateModelDataTable();
MLRIndividual indiv = null;
ModelingInfo modInfo = null;
if (formPackedState.Chromosomes != null)
{
for (int i = 0; i < formPackedState.Chromosomes.Count; i++)
{
modInfo = formPackedState;
int numGenes = formPackedState.Chromosomes[i].Count;
indiv = new MLRIndividual(numGenes, modInfo.MaxGeneValue, (FitnessCriteria)modInfo.FitnessCriteria, modInfo.MaxVIF, modInfo.DecisionThreshold, modInfo.MandatedThreshold);
indiv.Chromosome = formPackedState.Chromosomes[i];
indiv.Evaluate();
_list.Add((IIndividual)indiv);
}
UpdateFitnessListBox();
if (formPackedState.SelectedModel > -1 && indiv.Parameters != null)
listBox1.SelectedIndex = formPackedState.SelectedModel;
}
_numObs = _projMgr.CorrelationDataTable.Rows.Count;
lblNumObs.Text = "Number of Observations: " + _numObs.ToString();
int maxVar = _numObs / 5;
//int recVar = Math.Min(((_numObs / 10) + 1), availVar);
int recVar = Math.Min(((_numObs / 10) + 1), (lbIndVariables.Items.Count));
lblMaxAndRecommended.Text = "Recommended: " + recVar.ToString() + ", Max: " + maxVar.ToString();
txtMaxVars.Text = recVar.ToString();
this.Show();
if (listBox1.Items.Count < 1 && ipyPLSControl.VirginState == true)
{
_projMgr._comms.sendMessage("Hide", this);
}
}
