static void Main(string[] args) { WriteLine("Creating the factory"); var outputFile = NTFile.Open("tmvaNetOutput.root", "RECREATE"); var factory = new ROOTNET.NTMVA.NFactory(new NTString("testjob"), outputFile, new NTString("!V:DrawProgressBar=True:!Silent:AnalysisType=Classification")); // Signal and background var signalFileInfo = new FileInfo("..\\HV600pi100.training.root"); var backgroundFileInfo = new FileInfo("..\\J2Z.training.root"); var signalFile = NTFile.Open(signalFileInfo.FullName, "READ"); var backgroundFile = NTFile.Open(backgroundFileInfo.FullName, "READ"); var signalTree = signalFile.Get("mytree") as NTTree; var backgroundTree = backgroundFile.Get("mytree") as NTTree; factory.AddSignalTree(signalTree, 1.0); factory.AddBackgroundTree(backgroundTree, 1.0); // The variables factory.AddVariable(new NTString("nTracks"), new NTString("Number of Tracks"), new NTString("")); factory.AddVariable(new NTString("logR"), new NTString("CalRatio"), new NTString("")); var m = factory.BookMethod(NTypes.EMVA.kCuts, new NTString("Cuts"), new NTString("!H:V:FitMethod=MC:EffSel:SampleSize=2000:VarProp[0]=FSmart:VarProp[1]=FSmart:VarTransform=Decorrelate")); // Given these particular test files, with Cuts, this causes a crash. factory.TrainAllMethods(); factory.TestAllMethods(); factory.EvaluateAllMethods(); outputFile.Close(); }
public void BookMethodReturnType() { var f = NTFile.Open("junk.root", "RECREATE"); var a = new ROOTNET.NTMVA.NFactory("job".AsTS(), f); // Signal and background var signalFileInfo = new FileInfo(@"C: \Users\gordo\Documents\Code\Root\TMVATests\signal.training.root"); var backgroundFileInfo = new FileInfo(@"C:\Users\gordo\Documents\Code\Root\TMVATests\background.training.root"); var signalFile = NTFile.Open(signalFileInfo.FullName, "READ"); var backgroundFile = NTFile.Open(backgroundFileInfo.FullName, "READ"); var signalTree = signalFile.Get("mytree") as NTTree; var backgroundTree = backgroundFile.Get("mytree") as NTTree; a.AddSignalTree(signalTree, 1.0); a.AddBackgroundTree(backgroundTree, 1.0); a.AddVariable(new NTString("nTracks"), new NTString("Number of Tracks"), new NTString(""), 'F'); a.AddVariable(new NTString("logR"), new NTString("CalRatio"), new NTString("")); //ROOTNET.NTMVA.NMethodBase; var m = a.BookMethod("Cuts".AsTS(), "SimpleCuts".AsTS()); Assert.IsNotNull(m); Assert.AreEqual("SimpleCuts", m.Name); }