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(); }