public static void run(string fLOF, double r, string fFastABOD, int topK, string fResult)
{
List<int> outlierLOF = readFile(fLOF, topK, r, true);
List<int> outlierFastABOD = readFile(fFastABOD, topK, r, false);
List<DPoint> resultList = new List<DPoint>();
DPoint tmp;
int index;
for (int i = 0; i < outlierLOF.Count; i++)
{
index = getIndexOfMoteID(resultList, outlierLOF[i]);
if (resultList.Count() == 0 || index == -1)
{
tmp = new DPoint();
tmp.MoteID = outlierLOF[i];
tmp.NumLOF = 1;
resultList.Add(tmp);
}
else
resultList[index].NumLOF++;
}
for (int j = 0; j < outlierFastABOD.Count(); j++)
{
index = getIndexOfMoteID(resultList, outlierFastABOD[j]);
if (resultList.Count() == 0 || index == -1)
{
tmp = new DPoint();
tmp.MoteID = outlierFastABOD[j];
tmp.NumFastABOD = 1;
resultList.Add(tmp);
}
else
resultList[index].NumFastABOD++;
}
string fNoise = @"D:/noise.txt";
List<int> noise = read_file(fNoise);
for (int k = 0; k < noise.Count(); k++)
{
index = getIndexOfMoteID(resultList, noise[k]);
if (index == -1)
{
tmp = new DPoint();
tmp.MoteID = outlierFastABOD[k];
tmp.NumNoise = 1;
resultList.Add(tmp);
}
else
resultList[index].NumNoise++;
}
foreach (DPoint x in resultList)
x.sumNum();
resultList.Sort();
resultList.Reverse();
StreamWriter sw = File.AppendText(fResult);
string str;
int nLOF = 0, nFastABOD = 0, nTotal = 0, nDiff = 0;
sw.WriteLine("======================================");
sw.WriteLine("MoteID\tLOF\tFastABOD\tNoise\tSum");
foreach (DPoint x in resultList)
{
if ((x.NumLOF == 0 && x.NumFastABOD == 1) || x.NumLOF == 1 && x.NumFastABOD == 0)
nDiff++;
nFastABOD += x.NumFastABOD;
nLOF += x.NumLOF;
nTotal += x.Sum;
str = String.Format("{0}\t{1}\t{2}\t{3}\t{4}", x.MoteID, x.NumLOF, x.NumFastABOD, x.NumNoise, x.Sum);
sw.WriteLine(str);
}
str = "======================================"
+ "\r\nNum LOF\t" + nLOF
+ "\r\nNum Fast ABOD\t" + nFastABOD
+ "\r\nNum Different\t" + nDiff
+ "\r\nNum Total\t" + resultList.Count()
+ "\r\nDifference\t" + nDiff / nTotal;
sw.WriteLine(str);
sw.Flush();
sw.Close();
}
public int CompareTo(DPoint other)
{
return(this.Sum.CompareTo(other.Sum));
}
public int CompareTo(DPoint other)
{
return this.Sum.CompareTo(other.Sum);
}
