public string BuildCandlePatternDeals() { WekaUtils.Instance.WriteLog("Now BuildCandlePatternDeals"); var cp = TestParameters2.CandidateParameter; string resultFile = TestParameters.GetBaseFilePath(string.Format("IncrementTest_{0}_{1}_{2}.txt", cp.MainSymbol, "CandlePattern", cp.MainPeriod)); if (File.Exists(resultFile)) { return(string.Empty); } string txtFileName = TestParameters.GetBaseFilePath(string.Format("{0}_{1}_{2}.txt", cp.MainSymbol, "CandlePattern", cp.MainPeriod)); System.IO.File.Delete(txtFileName); if (!File.Exists(txtFileName)) { bool ret = GenerateCandlePatterns(txtFileName); if (!ret) { return(string.Empty); } } string arffFileName = TestParameters.GetBaseFilePath(string.Format("{0}_{1}_{2}.arff", cp.MainSymbol, "CandlePattern", cp.MainPeriod)); if (!System.IO.File.Exists(arffFileName)) { GenerateArff(arffFileName, txtFileName); } weka.core.Instances allInstances = WekaUtils.LoadInstances(arffFileName); //FilterInstances(allInstances); WekaUtils.SaveInstances(allInstances, arffFileName); int n = (int)(24 / TestParameters2.MainPeriodOfHour); n = TestParameters2.nPeriod; return(TestManager.IncrementTest(allInstances, () => { return WekaUtils.CreateClassifier(typeof(MinDistanceClassifier)); //return WekaUtils.CreateClassifier(typeof(weka.classifiers.lazy.IBk)); }, "1,2,3,4", resultFile, n)); }