options.tfileName), os.path.basename(options.tfileName))).replace(
'.root', ''))
if not options.includeVBF: nBind_vbf = 0
if not options.includeVH: nBind_vh = 0
# can make a special "global toy" set of datacards
toymaker = 0
if options.throwGlobalToy:
if not options.throwAsimov:
toymaker = CombinedToyMaker(options.inputmassfacws)
else:
toymaker = CombinedToyMaker(
"") # Dont need mass-fact workspace for asimov cards
if not options.inputpdfworkspace:
toymaker.createPdfs(options.treefilename, options.outputpdfworkspace,
options.expSig)
else:
toymaker.loadPdfs(options.inputpdfworkspace, options.expSig)
if not options.throwAsimov:
toymaker.plotData(cardOutDir, 160, 200)
toymaker.genData(cardOutDir + "/" + options.outputmassfactoy,
options.expSig)
toymaker.plotToy(cardOutDir, 160, 95, options.expSig)
toymaker.saveToyWorkspace(cardOutDir + "/testToyWS.root")
ROOT.gROOT.ProcessLine(".L python/tmvaLoader.C+")
from ROOT import tmvaLoader
g_tmva = tmvaLoader(
options.tmvaweightsfolder +
"/TMVAClassification_BDT%sMIT.weights.xml" % options.bdtType,
options.bdtType)
normG.GetXaxis().SetTitle("mH")
normG.GetYaxis().SetTitle("(N+dN)/N")
normG.Draw("ALP")
print "Check the Errors Look Sensible -> plot saved to ./%s/normErrors_%s"%(os.path.dirname(options.tfileName),os.path.basename(options.tfileName))
can.SaveAs(("./%s/normErrors_%s.pdf"%(os.path.dirname(options.tfileName),os.path.basename(options.tfileName))).replace('.root',''))
if not options.includeVBF: nBind_vbf=0
if not options.includeVH: nBind_vh=0
# can make a special "global toy" set of datacards
toymaker=0
if options.throwGlobalToy:
if not options.throwAsimov: toymaker = CombinedToyMaker(options.inputmassfacws)
else: toymaker = CombinedToyMaker("") # Dont need mass-fact workspace for asimov cards
if not options.inputpdfworkspace:
toymaker.createPdfs(options.treefilename,options.outputpdfworkspace,options.expSig)
else:
toymaker.loadPdfs(options.inputpdfworkspace,options.expSig)
if not options.throwAsimov:
toymaker.plotData(cardOutDir,160,200)
toymaker.genData(cardOutDir+"/"+options.outputmassfactoy,options.expSig)
toymaker.plotToy(cardOutDir,160,95,options.expSig)
toymaker.saveToyWorkspace(cardOutDir+"/testToyWS.root")
ROOT.gROOT.ProcessLine(".L python/tmvaLoader.C+")
from ROOT import tmvaLoader
g_tmva = tmvaLoader(options.tmvaweightsfolder+"/TMVAClassification_BDT%sMIT.weights.xml"%options.bdtType,options.bdtType)
# Now we can write the cards
tfile = ROOT.TFile(options.tfileName)
