public static SAFuzzySystem loadUFS(this SAFuzzySystem Approx, string fileName)
{
XmlDocument Source = new XmlDocument();
Source.Load(fileName);
return(Approx.loadUFS(Source));
}
public RecombineUFSApproximate(string UFSPAth)
: base(UFSPAth)
{
SampleSet LearnTable = BaseUFSLoader.LoadLearnFromUFS(Source);
SampleSet TestTable = BaseUFSLoader.LoadTestFromUFS(Source);
fuzzy_system = new SAFuzzySystem(LearnTable, TestTable);
fuzzy_system = fuzzy_system.loadUFS(Source);
}
public static IFuzzySystem LoadUFS(string FileName, out FuzzySystemRelisedList.TypeSystem TypeFS)
{
IFuzzySystem result = null;
TypeFS = FuzzySystemRelisedList.TypeSystem.PittsburghClassifier;
XmlDocument Source = new XmlDocument();
Source.Load(FileName);
XmlNode temp = Source.SelectSingleNode("FuzzySystem");
string typestring = temp.Attributes.GetNamedItem("Type").Value.ToLowerInvariant();
switch (typestring)
{
case "approximatortakagisugeno":
{
TSAFuzzySystem TSAFS = new TSAFuzzySystem(LoadLearnFromUFS(Source), LoadTestFromUFS(Source));
TSAFS.loadUFS(Source);
result = TSAFS;
TypeFS = FuzzySystemRelisedList.TypeSystem.TakagiSugenoApproximate;
break;
}
case "approximatorsingleton":
{
SAFuzzySystem SAFS = new SAFuzzySystem(LoadLearnFromUFS(Source), LoadTestFromUFS(Source));
SAFS.loadUFS(Source);
result = SAFS;
TypeFS = FuzzySystemRelisedList.TypeSystem.Singletone;
break;
}
case "classifierpittsburgh":
{
PCFuzzySystem PCFS = new PCFuzzySystem(LoadLearnFromUFS(Source), LoadTestFromUFS(Source));
PCFS.loadUFS(Source);
result = PCFS;
TypeFS = FuzzySystemRelisedList.TypeSystem.PittsburghClassifier;
break;
}
}
return(result);
}
private void LoadAllFS()
{
PathFilesUFS = Directory.GetFiles(rootDitectory, "*.UFS", SearchOption.AllDirectories).ToList();
PCFuzzySystem Classifier = null;
SampleSet tempcTable = null, temptestcTable = null;
SAFuzzySystem Approx = null;
SampleSet tempaTable = null, temptestaTable = null;
for (int i = 0; i < PathFilesUFS.Count(); i++)
{
try
{
if (isApprox)
{
tempaTable = BaseUFSLoader.LoadLearnFromUFS(PathFilesUFS[i]);
temptestaTable = BaseUFSLoader.LoadTestFromUFS(PathFilesUFS[i]);
Approx = new SAFuzzySystem(tempaTable, temptestaTable);
Approx = Approx.loadUFS(PathFilesUFS[i]);
}
else
{
tempcTable = BaseUFSLoader.LoadLearnFromUFS(PathFilesUFS[i]);
temptestcTable = BaseUFSLoader.LoadTestFromUFS(PathFilesUFS[i]);
Classifier = new PCFuzzySystem(tempcTable, temptestcTable);
Classifier = Classifier.loadUFS(PathFilesUFS[i]);
}
}
catch (Exception ex)
{
isApprox = !isApprox;
try
{
if (isApprox)
{
tempaTable = BaseUFSLoader.LoadLearnFromUFS(PathFilesUFS[i]);
temptestaTable = BaseUFSLoader.LoadTestFromUFS(PathFilesUFS[i]);
Approx = new SAFuzzySystem(tempaTable, temptestaTable);
Approx = Approx.loadUFS(PathFilesUFS[i]);
}
else
{
tempcTable = BaseUFSLoader.LoadLearnFromUFS(PathFilesUFS[i]);
temptestcTable = BaseUFSLoader.LoadTestFromUFS(PathFilesUFS[i]);
Classifier = new PCFuzzySystem(tempcTable, temptestcTable);
Classifier = Classifier.loadUFS(PathFilesUFS[i]);
}
}
catch (Exception ex1)
{
Console.Write("{0} \n{1} \n{2}", ex.Data.ToString(), ex.Message, ex.Source);
Console.Write("{0} \n{1} \n{2}", ex1.Data.ToString(), ex1.Message, ex.Source);
continue;
}
}
if (isApprox)
{
addApproxValue(Approx);
}
else
{
addClassifierValue(Classifier);
}
GC.Collect();
}
CleanRepeatesAndNullB_Click(this, null);
}