public String GetResourceFile(String filename, ExperimentDataSetFold fold)
{
if (folder == null)
{
return("");
}
var fold_folder = folder.Attach(fold.name);
filename = filename.ensureEndsWith(".xml");
String p = fold_folder.findFile(filename, SearchOption.TopDirectoryOnly);
return(p);
}
public String SetResourceFilePath(String filename, ExperimentDataSetFold fold)
{
if (folder == null)
{
return("");
}
var fold_folder = folder.Attach(fold.name);
filename = filename.ensureEndsWith(".xml");
String p = fold_folder.pathFor(filename, imbSCI.Data.enums.getWritableFileMode.overwrite);
return(p);
}
///// <summary>
///// Prepares the notes.
///// </summary>
///// <param name="_rootFolder">The root folder.</param>
///// <param name="_experimentDescription">The experiment description.</param>
///// <param name="logger">The logger.</param>
//public void PrepareNotes()
//{
//}
/// <summary>
/// Prepares the dataset.
/// </summary>
/// <param name="dataset">The dataset.</param>
/// <param name="validationModel">The validation model.</param>
public void PrepareDataset(IEnumerable <WebSiteDocumentsSet> __dataset, CrossValidationModel validationModel)
{
crossValidation = validationModel;
if (validationModel != null)
{
validationModel.Describe(notes);
}
else
{
validationModel = new CrossValidationModel();
validationModel.SingleFold = true;
}
truthTable = new ExperimentTruthTable();
dataset = new ExperimentDataSetFold(__dataset.ToList(), runName);
// ------------------ creation of Experiment Folds ------------------ //
if (validationModel != null)
{
if (notes != null)
{
notes.logStartPhase("[-] Creating k-fold crossvalidation datasets", "The input dataset with [" + dataset.Count + "] categories, is sliced into k=[" + validationModel.K + "] mutually exclusive folds, of ~equal size");
}
folds = new ExperimentDataSetFolds();
folds.Deploy(validationModel, dataset, notes);
}
else
{
}
truthTable.Deploy(dataset, notes);
/*
* testReportsByFold = new Dictionary<string, List<classificationReport>>();
* foreach (var fold in folds)
* {
* testReportsByFold.Add(fold.name, new List<classificationReport>());
* }*/
if (notes != null)
{
notes.logEndPhase();
}
}
/// <summary>
/// Gets the resource files.
/// </summary>
/// <param name="filenames">The filenames.</param>
/// <param name="fold">The fold.</param>
/// <returns></returns>
public List <String> GetResourceFiles(List <String> filenames, ExperimentDataSetFold fold)
{
List <String> output = new List <string>();
if (folder == null)
{
return(output);
}
var fold_folder = folder.Attach(fold.name);
foreach (String fn in filenames)
{
var filename = fn.ensureEndsWith(".xml");
String p = fold_folder.findFile(filename, SearchOption.TopDirectoryOnly);
if (!p.isNullOrEmpty())
{
output.Add(p);
}
}
return(output);
}
public List <String> GetResourceFiles(String filenames, ExperimentDataSetFold fold)
{
var fs = filenames.Split(new char[] { ',', ' ' }, StringSplitOptions.RemoveEmptyEntries).ToList();
return(GetResourceFiles(fs, fold));
}