public void DBScanWorker(object sender, DoWorkEventArgs e)
{
StatusController.WorkerStatus(true);
foreach (var filename in this.DataController.Files)
{
var inflectionPoint = KDisCurveCalculator
.ReadInflectionPointList(this.EmbeddingModel.GetInflectionPointName(filename))
.First();
this.DBScanForFileWithInflectionPoint(filename, inflectionPoint);
}
StatusController.WorkerStatus(false);
}
private List <InflectionPoint> CalcInflectionPointForFile(string filename, bool save = true)
{
this.EmbeddingModel.ReadModel(this.EmbeddingModel.GetModelName(filename));
var id = 0;
var kDisCurveCalculator = new KDisCurveCalculator
{
Data = this.DataController.UseData <KeyFeature>(filename)
.Select(data => data.ToVectorPoint(this.EmbeddingModel, id++)).ToList()
};
kDisCurveCalculator.Calculate();
if (save)
{
kDisCurveCalculator.SaveInflectionPointList(this.EmbeddingModel.GetInflectionPointName(filename));
kDisCurveCalculator.SaveNearestNeighborList(@"E:\EventExtractionExam\Debug\kds.txt");
//kDisCurveCalculator.GetKDisCurveFigure().SaveImage(@"E:\EventExtractionExam\Debug\figure.png", ImageFormat.Png);
}
return(kDisCurveCalculator.InflectionPointList);
}