"scSeedCryIphi" ] endcapVariables = [ "scPreshowerEnergy/scRawEnergy" ] commonVariablesEB = commonVariables + barrelVariables commonVariablesEE = commonVariables + endcapVariables batch = RegressionParametricJobLauncher() batch.baseDir = "/home/llr/cms/sauvan/RegressionTraining/" batch.baseName = "GBR_Clustering_70pre11_Photons" batch.inputFiles = inputFiles batch.outputDirectory = "/home/llr/cms/sauvan/DATA/sauvan/RegressionResults/StudyClustering/70pre11/Test/GBR_Clustering_Photons_MoreVariables_PtCut50_PtSlope50_Sig5/" batch.commonOptions = ["MinEvents=200","Shrinkage=0.1","NTrees=1000","MinSignificance=5.0","RandomSeed=eventNumber+123456*scIndex","EventWeight=min(1,exp(-(genPt-50)/50))"] batch.commonVariablesEB = commonVariablesEB batch.commonVariablesEE = commonVariablesEE batch.commonCutsEB = ["scIsEB"] batch.commonCutsEE = ["!scIsEB"] batch.commonCuts = ["(eventNumber%2==0)&&(isMatched==1)"] batch.commonCutsError = ["(eventNumber%2!=0)&&(((eventNumber-1)/2)%4==3)&&(isMatched==1)"] batch.doErrors = True batch.doCombine = False batch.target = "genEnergy/(scRawEnergy+scPreshowerEnergy)"
"(scRawEnergy+scPreshowerEnergy)*BDTresponse/trkMomentum*sqrt(BDTerror/BDTresponse*BDTerror/BDTresponse+trkMomentumRelError*trkMomentumRelError)", ## error on E/p ( E/p *sqrt((dE/E)^2 + (dp/p)^2) ) "eleEcalDriven", "eleTrackerDriven", "eleClass", "scIsEB", ] commonVariablesEB = commonVariables + barrelVariables commonVariablesEE = commonVariables commonVariablesComb = combineVariables batch = RegressionParametricJobLauncher() batch.trainerType = "GBRLikelihoodTrain" batch.baseDir = "/home/llr/cms/sauvan/Regression/RegressionTraining/" batch.baseName = "GBRLikelihood_Clustering_746_bx50_Electrons" batch.libs.append("{0}/lib/{1}/libHiggsAnalysisGBRLikelihood.so".format(cmsswBase, scram_arch)) batch.libs.append("{0}/lib/{1}/HiggsAnalysisGBRLikelihood_yr_rdict.pcm".format(cmsswBase, scram_arch)) batch.inputFiles = inputFiles batch.outputDirectory = "/data_CMS/cms/sauvan/RegressionResults/StudyClustering/746/GBRLikelihood_Clustering_bx50_Electrons_MoreVariables_PtCut50_PtSlope50_Sig5/" batch.histoConfig = "../../dummy_Histo.config" batch.commonOptions = ["MinEvents=200","Shrinkage=0.1","NTrees=1000","MinSignificance=5.0","RandomSeed=eventNumber+123456*scIndex","EventWeight=min(1,exp(-(genPt-50)/50))"] batch.commonVariablesEB = commonVariablesEB batch.commonVariablesEE = commonVariablesEE batch.commonVariablesComb = commonVariablesComb batch.commonCutsEB = ["scIsEB"] batch.commonCutsEE = ["!scIsEB"] batch.commonCuts = ["(eventNumber%2==0)&&(isMatched==1)"]
"clusterDPhiToSeed[2]", "clusterDEtaToSeed[0]", "clusterDEtaToSeed[1]", "clusterDEtaToSeed[2]", ] barrelVariables = [ "scSeedCryEta", "scSeedCryPhi", "scSeedCryIeta", "scSeedCryIphi" ] endcapVariables = ["scPreshowerEnergy/scRawEnergy"] commonVariablesEB = commonVariables + barrelVariables commonVariablesEE = commonVariables + endcapVariables batch = RegressionParametricJobLauncher() batch.baseDir = "/home/llr/cms/sauvan/RegressionTraining/" batch.baseName = "GBR_Clustering_70pre11_Photons" batch.inputFiles = inputFiles batch.outputDirectory = "/home/llr/cms/sauvan/DATA/sauvan/RegressionResults/StudyClustering/70pre11/Test/GBR_Clustering_Photons_MoreVariables_PtCut50_PtSlope50_Sig5/" batch.commonOptions = [ "MinEvents=200", "Shrinkage=0.1", "NTrees=1000", "MinSignificance=5.0", "RandomSeed=eventNumber+123456*scIndex", "EventWeight=min(1,exp(-(genPt-50)/50))" ] batch.commonVariablesEB = commonVariablesEB batch.commonVariablesEE = commonVariablesEE batch.commonCutsEB = ["scIsEB"] batch.commonCutsEE = ["!scIsEB"] batch.commonCuts = ["(eventNumber%2==0)&&(isMatched==1)"] batch.commonCutsError = [
"trkMomentum", "trkMomentumRelError", "BDTerror/BDTresponse/trkMomentumRelError", "(scRawEnergy+scPreshowerEnergy)*BDTresponse/trkMomentum", "(scRawEnergy+scPreshowerEnergy)*BDTresponse/trkMomentum*sqrt(BDTerror/BDTresponse*BDTerror/BDTresponse+trkMomentumRelError*trkMomentumRelError)", ## error on E/p ( E/p *sqrt((dE/E)^2 + (dp/p)^2) ) "eleEcalDriven", "eleTrackerDriven", "eleClass", "scIsEB", ] commonVariablesEB = commonVariables + barrelVariables commonVariablesEE = commonVariables commonVariablesComb = combineVariables batch = RegressionParametricJobLauncher() batch.trainerType = "GBRLikelihoodTrain" batch.baseDir = "/home/llr/cms/sauvan/Regression/RegressionTraining/" batch.baseName = "GBRLikelihood_Clustering_746_bx50_Electrons_PROD" batch.libs.append("{0}/lib/{1}/libHiggsAnalysisGBRLikelihood.so".format( cmsswBase, scram_arch)) batch.libs.append("{0}/lib/{1}/HiggsAnalysisGBRLikelihood_yr_rdict.pcm".format( cmsswBase, scram_arch)) batch.inputFiles = inputFiles batch.outputDirectory = "/data_CMS/cms/sauvan/RegressionResults/StudyClustering/746/GBRLikelihood_Clustering_bx50_Electrons_MoreVariables_PtCut50_PtSlope50_Sig5_PROD/" batch.histoConfig = "../../dummy_Histo.config" batch.commonOptions = [ "MinEvents=200", "Shrinkage=0.1", "NTrees=1000", "MinSignificance=5.0", "RandomSeed=eventNumber+123456*scIndex", "EventWeight=min(1,exp(-(genPt-50)/50))" ]