Exemplo n.º 1
0
        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();
        }
Exemplo n.º 2
0
        public StringBuilder GenerateResults(ListDHGs lstDHG, GroundTruth groundTruth, SlidingWindows slidingWindow, Config _config)
        {
            FinalResult = new Evaluation(_config.TopK);

            return(DetectEventCandidates(lstDHG, groundTruth, slidingWindow, _config));
        }