plotROC Namespace Reference

Functions
def	getEfficiencies (t, classifierExpression, cut)

Variables
int	nBins = 500
float	binLo = 0.0
float	binHi = 1.0
float	fontSize = 0.05
	parser = argparse.ArgumentParser(prog=prog, description='Make dataset definitions page')
	help
	type
	args = parser.parse_args()
dictionary	mainDefaults = {}
	cfg = SafeConfigParser(mainDefaults)
	classifierExpression = cfg.get("main","classifierExpression")
	title = cfg.get("main","title")
	trueSignalCut = cfg.get("main","trueSignalCut")
	instancesNames = cfg.get("main","instances").split()
	outFile = cfg.get("main","outFile")
	legendX = float(cfg.get("main","legendX"))
	legendY = float(cfg.get("main","legendY"))
	legendW = float(cfg.get("main","legendW"))
	legendH = float(cfg.get("main","legendH"))
	sgnlMin
	sgnlMax
	bkgdMin
	bkgdMax
list	rocCurves = []
	fileName = cfg.get(instanceName,"fileName")
	iFile = TFile(fileName,"read")
	iTree = iFile.Get("t")
	sgnlEfficiencies = getEfficiencies(iTree,classifierExpression,trueSignalCut)
string	trueBackgroundCut = "! (%s)"
	bkgdEfficiencies = getEfficiencies(iTree,classifierExpression,trueBackgroundCut)
	rocTitle = cfg.get(instanceName,"title")
	nPoints = len(bkgdEfficiencies)
	rocCurve = TGraph(nPoints,bkgdEfficiencies,sgnlEfficiencies)
	rocCan = TCanvas("rocCan","rocCan")
	leg = TLegend(legendX, legendY-legendH, legendX+legendW, legendY)
	temppoint = Double(0)
	cut = TCutG()
int	lastpoint = 0
	tempx
	tempy
	rocIntegral = str(-1*cut.Area())
	newtitle = str("#splitline{"+rocTitle+"}{Integral: "+rocIntegral+"}")

Function Documentation

def plotROC.getEfficiencies	(		t,
			classifierExpression,
			cut
	)

Definition at line 22 of file plotROC.py.

References PandAna.Demos.demo1.range.

def getEfficiencies(t,classifierExpression,cut):
 
    fullExpression="%s>>h" %classifierExpression
    h=TH1F("h","h",nBins,binLo,binHi)
    t.Draw(fullExpression,cut)

    totIntegral=h.Integral()

    return array('f',  [h.Integral(iBin,nBins)/totIntegral for iBin in range(1,nBins)] )


prog=sys.argv[0]

Variable Documentation

plotROC.args = parser.parse_args()

Definition at line 38 of file plotROC.py.

float plotROC.binHi = 1.0

Definition at line 18 of file plotROC.py.

float plotROC.binLo = 0.0

Definition at line 17 of file plotROC.py.

plotROC.bkgdEfficiencies = getEfficiencies(iTree,classifierExpression,trueBackgroundCut)

Definition at line 85 of file plotROC.py.

plotROC.bkgdMax

Definition at line 71 of file plotROC.py.

plotROC.bkgdMin

Definition at line 71 of file plotROC.py.

plotROC.cfg = SafeConfigParser(mainDefaults)

Definition at line 53 of file plotROC.py.

Referenced by art::DataFlow.DataFlow(), genie::flux::GDk2NuFluxXMLHelper.LoadParamSet(), genie::flux::GNuMIFluxXMLHelper.LoadParamSet(), ValidCalibPDF.MakeTex(), MakeValidCalibPDF(), ValidCalibPDF.SetEpochList(), ana::StanFitter.SetStanConfig(), test_stanfit_withsysts(), and genie::flux::GDk2NuFluxXMLHelper.~GDk2NuFluxXMLHelper().

plotROC.classifierExpression = cfg.get("main","classifierExpression")

Definition at line 57 of file plotROC.py.

plotROC.cut = TCutG()

Definition at line 111 of file plotROC.py.

plotROC.fileName = cfg.get(instanceName,"fileName")

Definition at line 78 of file plotROC.py.

Referenced by AnalyzeNus18Systs(), fnex::BeamSyst.BeamSyst(), fnex::EventListManipulator.Cosmics2017(), cmf::EventListManipulator.Deserialize(), fnex::EventListManipulator.Deserialize(), DrawExtrapSurface(), EHadVisMECpairs(), fnex::EventListManipulator.FarDetCosmicBackgroundHistAndScale(), fnex::CAFToEventList.FillVariables(), cmf::CAFToEventList.FillVariables(), fnex::EventListManipulator.FixNearDetMCExposures(), FormatFile.FormatFile(), genie_syst_pca(), getData(), Plotter.GetMCPlots(), getPredictions(), fnex::ShifterAndWeighter.HornCurrentWeight(), remid::RecoMuon.Init(), slid::DedxDistribution.Initialize(), cmf::ShifterAndWeighter.LoadBeamSystHists2017(), fnex::ShifterAndWeighter.LoadBeamSystHists2017(), fnex::ShifterAndWeighter.LoadSABeamSystHists(), make_prediction(), make_prediction_rhc(), make_tmva_NCPi0s_2selection(), cmf::ShifterAndWeighter.NueAcceptSignalKin2018Weight(), fnex::ShifterAndWeighter.NueAcceptSignalKin2018Weight(), fnex::ShifterAndWeighter.NueExtrapSig2017Weight(), numue::NumuEAlg.NumuEAlg(), Nus18SystsBeamTranspAna(), Nus18SystsCalibAbsAna(), Nus18SystsCalibRelAna(), Nus18SystsGENIEAna(), Nus18SystsKaonAna(), Nus18SystsLightLevelAna(), Nus18SystsLLMethodAna(), Nus18SystsNeutronAna(), Nus18SystsPPFXAna(), Nus18SystsTauAna(), Nus18SystsXSecOnOffAna(), PlotNus18Sideband(), ppfx_syst_pca_fn(), fnex::ReadCAFMakeEventList.ReadCAFTree(), meta::Metadata.respondToOpenInputFile(), skim::DataProductSkimmer.respondToOpenInputFile(), saveFDMCHists(), fnex::BeamSyst.setFileAndHistNames(), cmf::BeamSyst.setFileAndHistNames(), and art::TFileService.TFileService().

float plotROC.fontSize = 0.05

Definition at line 20 of file plotROC.py.

plotROC.help

Definition at line 37 of file plotROC.py.

plotROC.iFile = TFile(fileName,"read")

Definition at line 79 of file plotROC.py.

plotROC.instancesNames = cfg.get("main","instances").split()

Definition at line 61 of file plotROC.py.

plotROC.iTree = iFile.Get("t")

Definition at line 80 of file plotROC.py.

int plotROC.lastpoint = 0

Definition at line 112 of file plotROC.py.

plotROC.leg = TLegend(legendX, legendY-legendH, legendX+legendW, legendY)

Definition at line 97 of file plotROC.py.

plotROC.legendH = float(cfg.get("main","legendH"))

Definition at line 68 of file plotROC.py.

plotROC.legendW = float(cfg.get("main","legendW"))

Definition at line 67 of file plotROC.py.

plotROC.legendX = float(cfg.get("main","legendX"))

Definition at line 65 of file plotROC.py.

Referenced by main().

plotROC.legendY = float(cfg.get("main","legendY"))

Definition at line 66 of file plotROC.py.

Referenced by main().

dictionary plotROC.mainDefaults = {}

Definition at line 40 of file plotROC.py.

int plotROC.nBins = 500

Definition at line 16 of file plotROC.py.

Referenced by ana::PredictionSystJoint2018.AddNormSyst(), ana::PredictionSystJointDemo.AddNormSyst(), ana::PredictionSyst3Flavor2020.AddNormSyst(), ana::PredictionSystNue2017.AddNormSysts(), ana::PredictionSystNumu2017.AddNormSysts(), Analyse_OverlayStudies(), ana.CalcCovMx(), om::PlotViewer.ContentProjectionTH2F(), ana::TwoSampleDecomp.Decomp(), drawLongTerm(), drawShortTerm_2019(), GetCovMx(), getStabilitySpectra(), ana.Hash(), NewNearlinePlots(), PaintReachCanvas(), plot_ehade_quantbound(), plot_quantbound_twosamples(), plot_quantile_boundaries_2020(), plot_quantile_boundaries_twosamples_2020(), ana.PlotMultiSyst(), PlotSyst(), ana.PlotSyst(), ana.PlotSystBand(), PlotSysts(), ana::TwoSampleDecomp.RatioCalc(), sn::HighEnergyRemover.remove(), BrightnessModelPlots.SchedulePlots(), ValidCalibPDF.SchedulePlots(), stats(), systematics_summary_from_pred_interp(), and INukeOsetTable::PointHandler.update().

plotROC.newtitle = str("#splitline{"+rocTitle+"}{Integral: "+rocIntegral+"}")

Definition at line 122 of file plotROC.py.

Referenced by plot_with_zoom().

plotROC.nPoints = len(bkgdEfficiencies)

Definition at line 88 of file plotROC.py.

Referenced by cosrej::CosRejFxs.FScatterEstim(), and Toy_analyses().

plotROC.outFile = cfg.get("main","outFile")

Definition at line 63 of file plotROC.py.

plotROC.parser = argparse.ArgumentParser(prog=prog, description='Make dataset definitions page')

Definition at line 34 of file plotROC.py.

plotROC.rocCan = TCanvas("rocCan","rocCan")

Definition at line 93 of file plotROC.py.

plotROC.rocCurve = TGraph(nPoints,bkgdEfficiencies,sgnlEfficiencies)

Definition at line 89 of file plotROC.py.

list plotROC.rocCurves = []

Definition at line 76 of file plotROC.py.

plotROC.rocIntegral = str(-1*cut.Area())

Definition at line 120 of file plotROC.py.

plotROC.rocTitle = cfg.get(instanceName,"title")

Definition at line 87 of file plotROC.py.

plotROC.sgnlEfficiencies = getEfficiencies(iTree,classifierExpression,trueSignalCut)

Definition at line 82 of file plotROC.py.

plotROC.sgnlMax

Definition at line 70 of file plotROC.py.

plotROC.sgnlMin

Definition at line 70 of file plotROC.py.

plotROC.temppoint = Double(0)

Definition at line 106 of file plotROC.py.

plotROC.tempx

Definition at line 114 of file plotROC.py.

plotROC.tempy

Definition at line 114 of file plotROC.py.

plotROC.title = cfg.get("main","title")

Definition at line 58 of file plotROC.py.

Referenced by AnaPlotMaker(), cmf::CovarianceMatrixMaker.beginJob(), fnex::CovarianceMatrixMaker.beginJob(), hough::HoughValidate.beginJob(), BiCountCanvas(), BiprobabilityCanvas(), BiProbCanvas(), naming_schema.categoryName(), ana.ComparisonTable(), ana.ComparisonTableOne(), ana.ComparisonTableOneNbins(), naming_schema.componentName(), confusionMatrix(), confusionMatrixProng(), ana::FrequentistSurface.CreateHistograms(), NdmcClient.createMetric(), genie::NtpWriter.CreateTree(), data_over_mc_profile(), DCSPlotMaker(), DDTOnMonPlotMaker(), ana::TwoSampleDecomp.Decomp(), DrawContourCanvas(), fnex::CorrectedSpectrum.DrawCounts(), fnex::CorrectedSpectrum.DrawDataVsMC(), DrawSliceCanvas(), fnex::CorrectedSpectrum.DrawStacks(), FCContour(), calib::AttenFit.fit_channel_prof(), calib::AttenuationFit.fit_channel_prof(), genie_contours(), fnex::CorrectedSpectrum.GetOscParCanvasCopy(), NdmcClient.getSendTimeInterval(), fnex::CorrectedSpectrum.GetStacksCanvasCopy(), fnex::CorrectedSpectrum.GetSystCanvasCopy(), GoodDataSelDate(), GoodDataSelDuration(), GoodDataSelEmptySpillFrac(), GoodDataSelGoodDB(), GoodDataSelLiveTime(), GoodDataSelMipRate(), GoodDataSelNumSlices(), GoodDataSelRuns(), GoodDataSelTimingPeakEnd(), GoodDataSelTimingPeakStart(), GoodDataSelTrkFrac(), evd::HeaderDrawer.Header(), heatMap(), lem::EventSummary.IsSig(), load_libs_muonid(), stan::services::util::mcmc_writer.log_timing(), ana.LogLikelihood(), main(), fnex::ContourMaker.Make1DPlot(), cmf::PlotUtilities.Make1DPlot(), fnex::CAFContourMaker.Make2DContours(), cmf::PlotUtilities.Make2DContours(), fnex::ContourMaker.Make2DContours(), cmf::PlotUtilities.Make2DHist(), fnex::ContourMaker.Make2DHist(), cmf::PlotUtilities.Make2DSystematicHists(), fnex::ContourMaker.Make2DSystematicHists(), PageMakers.makeFrontPage(), MakeLegend(), ana.MakeNueSystematicsFile(), ana::InteractionSpectra.MakePlot(), ana::ResolutionScan.MakePlot(), cmf::StarPlot.MakeStarPlot(), fnex::StarPlot.MakeStarPlot(), ValidCalibPDF.MakeTex(), ana.MakeTH1D(), ana.MakeTH1F(), ana.MakeTH2D(), ana.MakeTH2F(), ana.MakeTH3D(), cmf::RandomUniverses.MakeUniverseHistograms(), PageMakers.makeValidationPage(), genie::flux::GAtmoFlux.MinEnergy(), NewNearlinePlots(), naming_schema.observableName(), OnMonPlotMaker(), pidPlot(), pidPlotProng(), plane_label(), plot_hists(), plot_ratios(), PlotEfficiency(), PlotEvents(), ana.PlotMultiSyst(), ana.PlotPurEff(), ana.PlotSpectra(), PlotStack(), PlotSyst(), ana.PlotSyst(), ana.PlotSystBand(), PlotSysts(), PrintEffs(), ProbabilityCanvas(), ana::FrequentistSurface.ProgressBarTitle(), om::IPC.Publish1DHistogram(), om::IPC.Publish2DHistogram(), ana::TwoSampleDecomp.RatioCalc(), om::HistoTable.ReadFile(), NdmcMetric< T >.resetValue(), SaveGraphsToRootFile(), ana::ModularExtrapComponent.SetQuiet(), NdmcMetric< T >.setTitle(), novaddt::SendTriggerSignal.startHeartbeat(), fnex::CAFContourMaker.StoreContourGraphs(), cmf::PlotUtilities.StoreContourGraphs(), fnex::ContourMaker.StoreContourGraphs(), ana.test_best_spline(), NdmcMetricTest.testSetTitle(), and stan::services::util::mcmc_writer.write_timing().

string plotROC.trueBackgroundCut = "! (%s)"

Definition at line 84 of file plotROC.py.

plotROC.trueSignalCut = cfg.get("main","trueSignalCut")

Definition at line 59 of file plotROC.py.

plotROC.type

Definition at line 37 of file plotROC.py.