/// <summary>
/// Plots the PRESS value into a provided layer.
/// </summary>
/// <param name="table">The table of PLS output data.</param>
public static void PlotPRESSValue(Altaxo.Data.DataTable table)
{
string newName = string.Format("GPRESS");
var graphctrl = CreateNewGraphWithXYLayer(table.GetPropertyContext(), Main.ProjectFolder.CreateFullName(table.Name, newName), table.Name);
PlotPRESSValue(table, graphctrl.Doc.GetFirstXYPlotLayer());
}
/// <summary>
/// Plots the cross prediction values of all y components invidually in a graph.
/// </summary>
/// <param name="table">The table with the PLS model data.</param>
/// <param name="allowGuiForMessages">If <see langword="true"/> and an error occurs, an error message box is presented to the user.</param>
public static void PlotCrossPredictedVersusActualY(Altaxo.Data.DataTable table, bool allowGuiForMessages)
{
MultivariateContentMemento plsMemo = table.GetTableProperty("Content") as MultivariateContentMemento;
if (plsMemo == null)
{
string msg = string.Format("The table <<{0}>> does not seem to contain multivariate analysis data (content memento is missing)", table.Name);
if (allowGuiForMessages)
Current.Gui.ErrorMessageBox(msg);
else
throw new ApplicationException(msg);
return;
}
while (!Current.Project.DataTableCollection.Contains(plsMemo.OriginalDataTableName))
{
string msg = string.Format("The table of the original spectral data <<{0}>> does not exist (renamed?)", plsMemo.OriginalDataTableName);
if (allowGuiForMessages)
{
Current.Gui.ErrorMessageBox(msg);
string newName = plsMemo.OriginalDataTableName;
// TODO replace by a TableChoiceDialogBox
if (Current.Gui.ShowDialog(ref newName, "Please enter the table name of original spectral data", false))
plsMemo.OriginalDataTableName = newName;
}
else
throw new WorksheetAnalysis.OriginalDataTableNotFoundException(msg);
}
if (plsMemo.PreferredNumberOfFactors <= 0)
QuestPreferredNumberOfFactors(plsMemo);
for (int nComponent = 0; nComponent < plsMemo.NumberOfConcentrationData; nComponent++)
{
string newName = string.Format("GCrossPredVsActC{0}#{1}F", nComponent, plsMemo.PreferredNumberOfFactors);
var graphctrl = CreateNewGraphWithXYLayer(table.GetPropertyContext(), Main.ProjectFolder.CreateFullName(table.Name, newName), table.Name);
PlotCrossPredictedVersusActualY(table, graphctrl.Doc.GetFirstXYPlotLayer(), nComponent, plsMemo.PreferredNumberOfFactors);
}
}
/// <summary>
/// Plots the x (spectral) residuals (of cross prediction) of all spectra invidually in a graph.
/// </summary>
/// <param name="table">The table with the PLS model data.</param>
public static void PlotXCrossResiduals(Altaxo.Data.DataTable table)
{
MultivariateContentMemento plsMemo = table.GetTableProperty("Content") as MultivariateContentMemento;
if (plsMemo == null)
return;
if (plsMemo.PreferredNumberOfFactors <= 0)
QuestPreferredNumberOfFactors(plsMemo);
for (int nComponent = 0; nComponent < plsMemo.NumberOfConcentrationData; nComponent++)
{
string newName = string.Format("GXCrossResidualsC{0}#{1}F", nComponent, plsMemo.PreferredNumberOfFactors);
var graphctrl = CreateNewGraphWithXYLayer(table.GetPropertyContext(), Main.ProjectFolder.CreateFullName(table.Name, newName), table.Name);
PlotXResiduals(table, graphctrl.Doc.GetFirstXYPlotLayer(), nComponent, plsMemo.PreferredNumberOfFactors);
}
}
/// <summary>
/// Plots the x (spectral) leverage into a graph.
/// </summary>
/// <param name="table">The table with the PLS model data.</param>
public static void PlotXLeverage(Altaxo.Data.DataTable table)
{
MultivariateContentMemento plsMemo = table.GetTableProperty("Content") as MultivariateContentMemento;
if (plsMemo == null)
return;
if (plsMemo.PreferredNumberOfFactors <= 0)
QuestPreferredNumberOfFactors(plsMemo);
string newName = string.Format("GXLeverage#{0}F", plsMemo.PreferredNumberOfFactors);
newName = Main.ProjectFolder.CreateFullName(table.Name, newName);
var graphctrl = CreateNewGraphWithXYLayer(table.GetPropertyContext(), Main.ProjectFolder.CreateFullName(table.Name, newName), table.Name);
PlotXLeverage(table, graphctrl.Doc.GetFirstXYPlotLayer(), plsMemo.PreferredNumberOfFactors);
}
