public static void WriteFinalResults(Evaluation eval, string fileName, Config _config, StringBuilder strBuilder)
{
//FA_1MIN_W_D_1_CM
string fileStats = fileName + "\n";
fileName += "AdjParam-" + _config.AdjustmentParameter.ToString();
if (_config.CandidateSelectionCriteria == CandidateSelection.FEATURES_BASED_UNION)
{
fileName += "_Union";
fileStats += "Selecting Candidates independantly and then taking Union of Candidate DHGs\nFeature Set,";
}
else if (_config.CandidateSelectionCriteria == CandidateSelection.HEARTBEAT)
{
fileName += "_Hratbeat";
fileStats += "Fusing Feature Set,";
}
else if (_config.CandidateSelectionCriteria == CandidateSelection.SELECT_ALL)
{
fileName += "_SelectAll";
//fileStats += ",";
}
if (!(_config.CandidateSelectionCriteria == CandidateSelection.SELECT_ALL))
{
if (_config.IsGF)
{
fileName += "-GF"; fileStats += "Growth Factor";
}
if (_config.IsTP)
{
fileName += "-TP"; fileStats += ",Trend Probability";
}
if (_config.IsDC)
{
fileName += "-AC"; fileStats += ",Aggregated Centrality\n";
}
}
fileStats += "Adjustment Parameter," + _config.AdjustmentParameter.ToString() + "\nTop-K," + _config.TopK.ToString() + "\n";
fileName += "_Rank";
fileStats += "Ranking,";
if (_config.IsDTFRanking)
{
fileName += "-DTF"; fileStats += "Disp. Temp. Freq.";
}
if (_config.IsDCRanking)
{
fileName += "-DC"; fileStats += "Degree Centrality";
}
fileStats += "\n\n" + strBuilder + "\n\n";
var fileStream = new FileStream(fileName + ".csv", FileMode.Create, FileAccess.Write);
var streamWriter = new StreamWriter(fileStream, Encoding.UTF8);
string lineKPre = "K-Pre";
string lineKRec = "K-Rec";
string lineTPre = "T-Pre";
string lineTRec = "T-Rec";
string lineKF1 = "K-F1";
string lineTF1 = "T-F1";
string lineTRecResult = "T-Rec-Results,,";
string topTRec = "\n\n,,";
string top = "";
// FOR AT K = 2
topTRec += ",2";
lineTRecResult += "," + Math.Round(eval.TopicRecallAtK[1], 3).ToString();
for (int i = 0; i < _config.TopK; i++)
{
if ((i + 1) % 10 == 0)
{
topTRec += "," + (i + 1).ToString();
lineTRecResult += "," + Math.Round(eval.TopicRecallAtK[i], 3).ToString();
}
top += "," + (i + 1).ToString();
lineKPre += "," + Math.Round(eval.KeywordPercisionAtK[i], 3).ToString();
lineKRec += "," + Math.Round(eval.KeywordRecallAtK[i], 3).ToString();
lineTPre += "," + Math.Round(eval.TopicPercisionAtK[i], 3).ToString();
lineTRec += "," + Math.Round(eval.TopicRecallAtK[i], 3).ToString();
lineKF1 += "," + Math.Round(eval.KeywordF1AtK[i], 3).ToString();
lineTF1 += "," + Math.Round(eval.TopicF1AtK[i], 3).ToString();
}
streamWriter.WriteLine(fileStats);
streamWriter.WriteLine(top);
streamWriter.WriteLine(lineKPre);
streamWriter.WriteLine(lineKRec);
streamWriter.WriteLine(lineTPre);
streamWriter.WriteLine(lineTRec);
streamWriter.WriteLine(lineKF1);
streamWriter.WriteLine(lineTF1);
streamWriter.WriteLine(topTRec);
streamWriter.WriteLine(lineTRecResult);
streamWriter.Close();
}
public StringBuilder GenerateResults(ListDHGs lstDHG, GroundTruth groundTruth, SlidingWindows slidingWindow, Config _config)
{
FinalResult = new Evaluation(_config.TopK);
return(DetectEventCandidates(lstDHG, groundTruth, slidingWindow, _config));
}