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();
}
