private void lDAToolStripMenuItem_Click(object sender, EventArgs e)
{
cGUI_ListClasses GUI_ListClasses = new cGUI_ListClasses();
if (GUI_ListClasses.Run().IsSucceed == false) return;
cExtendedList ListClassSelected = GUI_ListClasses.GetOutPut()[0];
if (ListClassSelected.Sum() < 2)
{
MessageBox.Show("At least two classes have to be selected to perfom a LDA.", "Error !", MessageBoxButtons.OK, MessageBoxIcon.Error);
return;
}
cDisplayToWindow vD = new cDisplayToWindow();
if (ProcessModeCurrentPlateOnlyToolStripMenuItem.Checked)
{
cPlate TmpPlate = cGlobalInfo.CurrentScreening.GetCurrentDisplayPlate();
cListWells ListWellsToProcess = new cListWells(null);
cExtendedList ListClasses = new cExtendedList();
ListClasses.Name = "Classes";
foreach (cWell item in TmpPlate.ListActiveWells)
if ((item.GetCurrentClassIdx() != -1) && (ListClassSelected[item.GetCurrentClassIdx()] == 1))
{
ListWellsToProcess.Add(item);
ListClasses.Add(item.GetCurrentClassIdx());
}
cExtendedTable NewTable = new cExtendedTable(ListWellsToProcess, true);
NewTable.Add(ListClasses);
cProjectorLDA LDA = new cProjectorLDA();
LDA.SetInputData(NewTable);
cFeedBackMessage FM = LDA.Run();
if (!FM.IsSucceed)
{
MessageBox.Show(FM.Message, "Error !", MessageBoxButtons.OK, MessageBoxIcon.Error);
return;
}
cViewerTable VHM = new cViewerTable();
cExtendedTable CT = LDA.GetOutPut();
foreach (var item in CT)
{
cDescriptorsLinearCombination DLC = new cDescriptorsLinearCombination(item);
foreach (cDescriptorType Desc in item.ListTags)
DLC.Add(Desc);
item.Tag = DLC;
}
VHM.SetInputData(CT);
VHM.Run();
vD.SetInputData(VHM.GetOutPut());
vD.Title = "LDA - " + TmpPlate.GetName() + " : " + ListWellsToProcess.Count + " wells";
}
else if (ProcessModeEntireScreeningToolStripMenuItem.Checked)
{
cListWells ListWellsToProcess = new cListWells(null);
cExtendedList ListClasses = new cExtendedList();
ListClasses.Name = "Classes";
foreach (cPlate TmpPlate in cGlobalInfo.CurrentScreening.ListPlatesActive)
{
foreach (cWell item in TmpPlate.ListActiveWells)
{
if (item.GetCurrentClassIdx() != -1)
{
if (ListClassSelected[item.GetCurrentClassIdx()] == 1)
{
ListWellsToProcess.Add(item);
ListClasses.Add(item.GetCurrentClassIdx());
}
}
}
}
cExtendedTable NewTable = new cExtendedTable(ListWellsToProcess, true);
NewTable.Add(ListClasses);
cProjectorLDA LDA = new cProjectorLDA();
LDA.SetInputData(NewTable);
cFeedBackMessage FM = LDA.Run();
if (!FM.IsSucceed)
{
MessageBox.Show(FM.Message, "Error !", MessageBoxButtons.OK, MessageBoxIcon.Error);
return;
}
cExtendedTable CT = LDA.GetOutPut();
foreach (var item in CT)
{
cDescriptorsLinearCombination DLC = new cDescriptorsLinearCombination(item);
foreach (cDescriptorType Desc in item.ListTags)
DLC.Add(Desc);
item.Tag = DLC;
}
cViewerTable VHM = new cViewerTable();
VHM.SetInputData(CT);
VHM.Run();
vD.SetInputData(VHM.GetOutPut());
vD.Title = "LDA - " + ListWellsToProcess.Count + " wells.";
}
else if (ProcessModeplateByPlateToolStripMenuItem.Checked)
{
cDesignerTab CDT = new cDesignerTab();
foreach (cPlate TmpPlate in cGlobalInfo.CurrentScreening.ListPlatesActive)
{
cListWells ListWellsToProcess = new cListWells(null);
cExtendedList ListClasses = new cExtendedList();
ListClasses.Name = "Classes";
foreach (cWell item in TmpPlate.ListActiveWells)
{
if (item.GetCurrentClassIdx() != -1)
{
if (ListClassSelected[item.GetCurrentClassIdx()] == 1)
{
ListWellsToProcess.Add(item);
ListClasses.Add(item.GetCurrentClassIdx());
}
}
}
cExtendedTable NewTable = new cExtendedTable(ListWellsToProcess, true);
NewTable.Add(ListClasses);
NewTable.Name = TmpPlate.GetName();
cProjectorLDA LDA = new cProjectorLDA();
LDA.SetInputData(NewTable);
cFeedBackMessage FM = LDA.Run();
if (!FM.IsSucceed)
{
MessageBox.Show(FM.Message, "Error !", MessageBoxButtons.OK, MessageBoxIcon.Error);
return;
}
cExtendedTable CT = LDA.GetOutPut();
foreach (var item in CT)
{
cDescriptorsLinearCombination DLC = new cDescriptorsLinearCombination(item);
foreach (cDescriptorType Desc in item.ListTags)
DLC.Add(Desc);
item.Tag = DLC;
}
cViewerTable VHM = new cViewerTable();
VHM.SetInputData(CT);
VHM.Run();
CDT.SetInputData(VHM.GetOutPut());
}
CDT.Run();
vD.SetInputData(CDT.GetOutPut());
}
else
return;
vD.Run();
vD.Display();
}
private void ToolStripMenuItem_AnalysisLDA(object sender, EventArgs e)
{
int NumActiveClasses = 0;
foreach (var item in this.ListPhenotypeVisible)
{
if (item) NumActiveClasses++;
}
if (NumActiveClasses < 2)
{
MessageBox.Show("At least two classes have to be selected to perfom a LDA.", "Error !", MessageBoxButtons.OK, MessageBoxIcon.Error);
return;
}
cDisplayToWindow vD = new cDisplayToWindow();
cExtendedTable NewTable = this.GetActiveSignatures(true);
cProjectorLDA LDA = new cProjectorLDA();
LDA.SetInputData(NewTable);
cFeedBackMessage FM = LDA.Run();
if (!FM.IsSucceed)
{
MessageBox.Show(FM.Message, "Error !", MessageBoxButtons.OK, MessageBoxIcon.Error);
return;
}
cViewerTable VHM = new cViewerTable();
cExtendedTable CT = LDA.GetOutPut();
foreach (var item in CT)
{
cDescriptorsLinearCombination DLC = new cDescriptorsLinearCombination(item);
foreach (cDescriptorType Desc in item.ListTags)
DLC.Add(Desc);
item.Tag = DLC;
}
VHM.SetInputData(CT);
VHM.Run();
vD.SetInputData(VHM.GetOutPut());
vD.Title = "LDA - " + NumActiveClasses + " phenotypes : " + NewTable[0].Count + " points";
vD.Run();
vD.Display();
}