public void connectContext(kFoldValidationCollection _master, kFoldValidationCase _case) { kFoldMaster = _master; kFoldCase = _case; foreach (var col in this) { col.kFoldCase = _case; col.kFoldMaster = _master; } }
///// <summary> ///// Gets the validation results table for complete collection ///// </summary> ///// <returns>DataTable</returns> //public DataTable GetValidationTable() //{ // String repTitle = context.setup.name + " - " + featureVectorExtractor.name; // String repName = repTitle.getCleanFileName(); // DataTable table = new DataTable(repName); // objectTable<DocumentSetCaseCollectionReport> output = new objectTable<DocumentSetCaseCollectionReport>(nameof(DocumentSetCaseCollectionReport.kFoldCase), repName); // foreach (IWebPostClassifier classifier in context.setup.classifiers) // { // foreach (kFoldValidationCase valCase in items) // { // var r = valCase.testReport[classifier]; // i++; // output.Add(r); // } // avgReport.DivideValues(i); // output.Add(avgReport); // } // var dt = output.GetDataTable(null, repName); // dt.GetTitle(repTitle); // return dt; //} public kFoldValidationCase CreateNew(String valCaseName) { kFoldValidationCase valCase = new kFoldValidationCase(); valCase.name = valCaseName; valCase.id = items.Count; DeployCase(valCase); items.Add(valCase); return(valCase); }
public kFoldValidationCase GetDiagnosticCase(DocumentSetClasses classes) { kFoldValidationCase valCase = new kFoldValidationCase(); valCase.name = "Diagnostic"; valCase.id = items.Count; DeployCase(valCase); foreach (IDocumentSetClass c in classes.GetClasses()) { valCase.trainingCases[c.classID].AddRange(c.WebSiteSample); valCase.evaluationCases[c.classID].AddRange(c.WebSiteSample); } return(valCase); }
public void OnLoad(folderNode folder, ILogBuilder output) { if (folder != null) { this.folder = folder; } foreach (String className in valCaseNames) { kFoldValidationCase setClass = className.LoadDataStructure <kFoldValidationCase>(this.folder, output); setClass.kFoldMaster = this; setClass.evaluationCases.kFoldMaster = this; setClass.trainingCases.kFoldMaster = this; setClass.id = items.Count; DeployCase(setClass); items.Add(setClass); } }
public void DeployCase(kFoldValidationCase valCase, folderNode folderOverride = null) { var fl = folder; if (folderOverride != null) { fl = folderOverride; } valCase.kFoldMaster = this; valCase.trainingCases.kFoldMaster = this; valCase.evaluationCases.kFoldMaster = this; valCase.evaluationCases.kFoldCase = valCase; valCase.trainingCases.kFoldCase = valCase; valCase.folder = folder.Add(valCase.name, valCase.name, "Operational files and reports for k-fold [" + valCase.name + "]"); valCase.caseFolder = valCase.folder.Add("cases", "Cases", "Repository with knowledge on cases"); valCase.caseSampleFolder = valCase.caseFolder.Add("microAnalysis", "Micro-analysis of FV Extraction", "Randomly picked cases for Micro-analysis of FV Extraction - similarity computation between a case and a category"); }