public void execute()
{
var dtwRec = new DTWRecognitionSystem(includeTime);
ISubsetCreator subsetCreator = crossValidate ?
new CrossvalidationSubsetCreator(nTrainingOrSubsets) :
(ISubsetCreator) new SimpleSplitSubsetCreator(nTrainingOrSubsets);
var tracePreprocessor = (pointDistance > 0) ? new DynamicAreaPointSampling(pointDistance) : null;
var recognitionExperiment = new RecognitionExperiment(dtwRec, subsetCreator, tracePreprocessor, dataSourceName);
var results = recognitionExperiment.execute();
var txtTime = (includeTime) ? "withTime" : "withoutTime";
string fileName = $"GestureRecognition_DTW{txtTime}_{dataSourceName}_5trains.csv";
GestureRecognitionResults.saveResultsToFile("..\\..\\ExperimentResults\\" + fileName, results);
}
public void execute()
{
var results = new LinkedList <GestureRecognitionResults.CrossValidationResult>();
foreach (var config in configs)
{
var chnmmRec = new CHnMMRecognitionSystem(config);
ISubsetCreator subsetCreator = crossValidate ?
new CrossvalidationSubsetCreator(nTrainingOrSubsets) :
(ISubsetCreator) new SimpleSplitSubsetCreator(nTrainingOrSubsets);
var recognitionExperiment = new RecognitionExperiment(chnmmRec, subsetCreator, null, dataSourceName);
results.AddLast(new GestureRecognitionResults.CrossValidationResult(config, recognitionExperiment.execute().ToArray(), -1));
}
var txt = (crossValidate) ? $"{nTrainingOrSubsets}subsets" : $"{nTrainingOrSubsets}trainingtraces";
string fileName = $"GestureRecognition_CHnMM_{dataSourceName}_{txt}.csv";
GestureRecognitionResults.saveResultsToFile("..\\..\\ExperimentResults\\" + fileName, results.ToArray());
}
