void ToolStripMenuItem_DRCAnalysis_Click(object sender, EventArgs e)
{
List<cDescriptorType> ListSelectedDesc = new List<cDescriptorType>();// GlobalInfo.CurrentScreening.ListDescriptors.GetActiveDescriptors();
ListSelectedDesc.Add(cGlobalInfo.CurrentScreening.ListDescriptors.GetActiveDescriptor());
//if (GlobalInfo == null) GlobalInfo = cGlobalInfo.CurrentScreening.GlobalInfo;
//if (cGlobalInfo == null) return;
cDesignerMultiChoices DT = new cDesignerMultiChoices();
cExtendedTable TableForGeneralResuts = new cExtendedTable();
TableForGeneralResuts.Add(new cExtendedList("p-Value"));
TableForGeneralResuts.Add(new cExtendedList("EC50"));
TableForGeneralResuts.Add(new cExtendedList("Slope"));
TableForGeneralResuts.Add(new cExtendedList("Bottom"));
TableForGeneralResuts.Add(new cExtendedList("Top"));
TableForGeneralResuts.Add(new cExtendedList("Window"));
TableForGeneralResuts.Add(new cExtendedList("Area Under Curve"));
TableForGeneralResuts.ListRowNames = new List<string>();
TableForGeneralResuts.ListTags = new List<object>();
cDesignerSplitter MainSplitter = new cDesignerSplitter();
int IdxNode = 0;
cListListWells CurrentSelectedGroups = this.BuildListListWells();
foreach (cListWells TmpListWells in CurrentSelectedGroups)
{
// List<cDescriptorType> LType = new List<cDescriptorType>();
// LType.Add(ListSelectedDesc[i]);
cExtendedTable CompleteTable = TmpListWells.GetAverageDescriptorValues(ListSelectedDesc, true, false);
//cExtendedTable CompleteTable = GLP.GetOutPut();
cCurveForGraph CFG = new cCurveForGraph();
CFG.SetInputData(CompleteTable);
CFG.Run();
cSigmoidFitting SF = new cSigmoidFitting();
SF.SetInputData(CompleteTable);
if (SF.Run().IsSucceed == false) continue;
// double Ratio = LR.GetOutPut()[0][LR.GetOutPut().Count - 1] / SF.GetOutPut()[0][SF.GetOutPut().Count - 1];
cANOVA A = new cANOVA();
cExtendedTable NewTable = CFG.ListPtValues.Crop(0, CFG.ListPtValues.Count - 1, 1, CFG.ListPtValues[0].Count - 1);
A.SignificanceThreshold = 1E-11;
A.SetInputData(NewTable);
A.Run();
cExtendedTable Sigmoid = SF.GetFittedRawValues(CFG.GetListXValues());
CompleteTable[0] = Sigmoid[1];
CompleteTable[0].Name = ListSelectedDesc[0].GetName() + "\n" + Sigmoid[1].Name;
cDesignerSplitter DS = new cDesignerSplitter();
//cViewerTableAsRichText VT = new cViewerTableAsRichText();
cViewerTable VT = new cViewerTable();
cExtendedTable TableResults = SF.GetOutPut();
if ((A.GetOutPut() != null) && (A.GetOutPut().Count > 0))
{
TableResults[0].Add(A.GetOutPut()[0][0]);
TableResults[0].Add(A.GetOutPut()[0][1]);
TableResults.ListRowNames.Add("p-Value");
TableResults.ListRowNames.Add("Rejected?");
TableForGeneralResuts[0].Add(A.GetOutPut()[0][0]);
}
else
{
TableForGeneralResuts[0].Add(1);
}
TableResults.Name = TV.Nodes[IdxNode].Text;
TableResults[0].Name = "Fitting Parameters";
VT.SetInputData(TableResults);
VT.DigitNumber = -1;
VT.Run();
cViewerGraph1D VS1 = new cViewerGraph1D();
cExtendedTable MyTable = new cExtendedTable(Sigmoid[1]);
MyTable.Name = TmpListWells.Name;// TV.Nodes[IdxNode].Text;
VS1.SetInputData(MyTable);
VS1.AddCurve(CFG);
VS1.Chart.X_AxisValues = Sigmoid[0];
VS1.Chart.IsLogAxis = true;
VS1.Chart.IsLine = true;
VS1.Chart.IsShadow = false;
VS1.Chart.Opacity = 210;
VS1.Chart.LineWidth = 3;
VS1.Chart.MarkerSize = 8;
VS1.Chart.IsDisplayValues = cGlobalInfo.OptionsWindow.FFAllOptions.checkBoxDRCDisplayValues.Checked;
VS1.Chart.LabelAxisX = "Concentration";
VS1.Chart.LabelAxisY = CompleteTable[1].Name;
VS1.Chart.XAxisFormatDigitNumber = cGlobalInfo.OptionsWindow.FFAllOptions.GetDRCNumberOfDigit();
VS1.Chart.IsZoomableX = true;
Classes.Base_Classes.General.cLineVerticalForGraph VLForEC50 = new Classes.Base_Classes.General.cLineVerticalForGraph(SF.GetOutPut()[0][2]);
//VLForEC50.AddText("EC50: " + SF.GetOutPut()[0][2].ToString("e3")/* + "\nError Ratio:" + Ratio.ToString("N4")*/);
VS1.Chart.ListVerticalLines.Add(VLForEC50);
TableForGeneralResuts.ListRowNames.Add(TV.Nodes[IdxNode].Text);
TableForGeneralResuts.ListTags.Add((Chart)VS1.Chart);//ListSelectedDesc[0]);
//EC50
TableForGeneralResuts[1].Add(SF.GetOutPut()[0][2]);
// Slope
TableForGeneralResuts[2].Add(SF.GetOutPut()[0][3]);
// Bottom
TableForGeneralResuts[3].Add(SF.GetOutPut()[0][0]);
// Top
TableForGeneralResuts[4].Add(SF.GetOutPut()[0][1]);
// Window
double Window = SF.GetOutPut()[0][1] / SF.GetOutPut()[0][0];
TableForGeneralResuts[5].Add(Window);
TableForGeneralResuts[6].Add(SF.GetOutPut()[0][5]);
VS1.Chart.ArraySeriesInfo = new cSerieInfoDesign[CompleteTable.Count];
for (int IdxCurve = 0; IdxCurve < CompleteTable.Count; IdxCurve++)
{
cSerieInfoDesign TmpSerieInfo = new cSerieInfoDesign();
TmpSerieInfo.color = cGlobalInfo.ListCellularPhenotypes[IdxCurve % cGlobalInfo.ListCellularPhenotypes.Count].ColourForDisplay;
TmpSerieInfo.markerStyle = MarkerStyle.None;
VS1.Chart.ArraySeriesInfo[IdxCurve] = TmpSerieInfo;
}
VS1.Run();
DS.SetInputData(VS1.GetOutPut());
DS.SetInputData(VT.GetOutPut());
DS.Orientation = Orientation.Horizontal;
DS.Title = TV.Nodes[IdxNode++].Text; //TmpListWells.ti;// ListSelectedDesc[0].GetName();
DS.Run();
DT.SetInputData(DS.GetOutPut());
}
DT.Run();
cExtendedControl TextEC = DT.GetOutPut();
if (TextEC == null) return;
TextEC.Width = 0;
TextEC.Height = 0;
TextEC.Anchor = (System.Windows.Forms.AnchorStyles)(System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Bottom
| System.Windows.Forms.AnchorStyles.Left | System.Windows.Forms.AnchorStyles.Right);
MainSplitter.SetInputData(TextEC);
string DRCsortingMethod = cGlobalInfo.OptionsWindow.FFAllOptions.comboBoxDRCSorting.SelectedItem.ToString();
//comboBoxDRCSorting
int IdxColSorting = 0;
cExtendedTable RT = TableForGeneralResuts;
switch (DRCsortingMethod)
{
case "ANOVA":
IdxColSorting = 0;
break;
case "EC50":
IdxColSorting = 1;
break;
case "Window":
IdxColSorting = 5;
break;
case "AUC":
IdxColSorting = 6;
break;
case "None":
IdxColSorting = -1;
break;
default:
break;
}
if (IdxColSorting != -1)
{
cSort S = new cSort();
S.ColumnIndexForSorting = IdxColSorting;
S.SetInputData(TableForGeneralResuts);
S.IsAscending = true;
S.Run();
RT = S.GetOutPut();
}
cViewerTable VTForEC50 = new cViewerTable();
RT.Name = cGlobalInfo.CurrentScreening.ListDescriptors.GetActiveDescriptor().GetName();
VTForEC50.SetInputData(RT);
VTForEC50.DigitNumber = -1;
VTForEC50.Run();
MainSplitter.SetInputData(VTForEC50.GetOutPut());
MainSplitter.Orientation = Orientation.Vertical;
MainSplitter.Run();
cDisplayToWindow DTW = new cDisplayToWindow();
DTW.SetInputData(MainSplitter.GetOutPut());
DTW.Title = "DRC analysis [" + cGlobalInfo.CurrentScreening.ListDescriptors.GetActiveDescriptor().GetName() + "]";
DTW.Run();
DTW.Display();
}
public cFeedBackMessage Run(bool IsDisplayResults)
{
cMachineLearning MachineLearning = new cMachineLearning(/*cWell.GlobalInfo*/null);
ParamAlgoForClustering = MachineLearning.AskAndGetClusteringAlgo();
if (MinObjectsNumber == -1)
MinObjectsNumber = (cGlobalInfo.CurrentScreening.Columns * cGlobalInfo.CurrentScreening.Rows * (int)cGlobalInfo.OptionsWindow.numericUpDownSystemMinWellRatio.Value) / 100;
foreach (cPlate CurrentPlate in PlatesToProcess)
{
cExtendedTable CurrentPlateResult = null;
foreach (var item in this.DescriptorsToProcess)
{
cExtendedTable ET = CurrentPlate.GetAverageValueList(item, false);
ET.Name = item.GetName();
cExtendedTable ResultTable = this.GenerateArtifactMessage(ET, CurrentPlate);
ResultTable.ListRowNames = new List<string>();
ResultTable.ListRowNames.Add(item.GetName());
if (CurrentPlateResult == null) CurrentPlateResult = new cExtendedTable(ResultTable);
else
{
cMerge M = new cMerge();
M.IsHorizontal = false;
M.SetInputData(CurrentPlateResult, ResultTable);
M.Run();
CurrentPlateResult = M.GetOutPut();
}
}
CurrentPlateResult.Name = CurrentPlate.GetName();
CurrentPlateResult.Tag = CurrentPlate;
this.Output.Add(CurrentPlateResult);
}
this.Output.Name = "Systematic Errors (" + PlatesToProcess.Count + " plate(s))";
if (IsDisplayResults)
{
cDisplayToWindow DTW = new cDisplayToWindow();
cDesignerMultiChoices DMC = new cDesignerMultiChoices();
foreach (var item in this.Output)
{
cDesignerSplitter DS = new cDesignerSplitter();
DS.Orientation = System.Windows.Forms.Orientation.Horizontal;
DS.Title = item.Name;
cViewerTable VT = new cViewerTable();
VT.SetInputData(item);
VT.DigitNumber = 0;
VT.Run();
DS.SetInputData(VT.GetOutPut());
cViewerHeatMap VHM = new cViewerHeatMap();
VHM.SetInputData(item);
VHM.IsAutomatedMinMax = false;
VHM.Min = 0;
VHM.Max = 1;
VHM.Run();
DS.SetInputData(VHM.GetOutPut());
DS.Run();
cExtendedControl TmpXCtrl = DS.GetOutPut();
TmpXCtrl.Tag = item.Tag;
DMC.SetInputData(TmpXCtrl);
}
DMC.Run();
DTW.SetInputData(DMC.GetOutPut());
DTW.Title = "Systematic Errors [" + PlatesToProcess.Count + " plate(s)]";
DTW.Run();
DTW.Display();
//cDisplayListExtendedTable DLET = new cDisplayListExtendedTable();
//DLET.SetInputData(this.Output);
//return DLET.Run();
}
return FeedBackMessage;
}
