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Updated STXS workflow (cms-analysis#1204)
* Update to latest ttH MVA boundaries * Implement ttH vs tH DNN in leptonic tagger * Optimized THQ tagger compatible with STXS workflow * add changes for STXS stage 1.2 * Update WHLeptonicTag with MVA and ZHLeptonicTag * Recover TagTruth with STXS information included * Add missing cuts on pho pT/mGG and photon ID MVA * fully working VH hadronic BDT * incorporate tHq leptonic tag into stage one workflow * incorporate WH and ZH leptonic tags into stage one workflow * add in ggH BSM splitting and additional VBF tags * Update MVA for ZH Leptonic Tag * update cross sections for tH * propagate NNLOPS weights correctly * add optional granular JEC uncertainties. Tested, behaviour seems sensible. Co-authored-by: Samuel May <[email protected]> Co-authored-by: Prafulla Saha <[email protected]> Co-authored-by: Youying <[email protected]> Co-authored-by: Mei Hualin <[email protected]>
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| Original file line number | Diff line number | Diff line change |
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| #ifndef FLASHgg_VHhadMVAResult_h | ||
| #define FLASHgg_VHhadMVAResult_h | ||
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| #include "DataFormats/Common/interface/Ptr.h" | ||
| #include "flashgg/DataFormats/interface/DiPhotonCandidate.h" | ||
| #include "flashgg/DataFormats/interface/Jet.h" | ||
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| namespace flashgg { | ||
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| class VHhadMVAResult | ||
| { | ||
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| public: | ||
| VHhadMVAResult(); | ||
| VHhadMVAResult( edm::Ptr<VHhadMVAResult> ); | ||
| virtual ~VHhadMVAResult() {} | ||
| // diJet Info | ||
| //flashgg::Jet leadJet; | ||
| //flashgg::Jet subleadJet; | ||
| // 3rd jet | ||
| //flashgg::Jet subsubleadJet; | ||
| reco::Candidate::LorentzVector leadJet; | ||
| reco::Candidate::LorentzVector subleadJet; | ||
| reco::Candidate::LorentzVector subsubleadJet; | ||
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| edm::Ptr<flashgg::Jet> leadJet_ptr; | ||
| edm::Ptr<flashgg::Jet> subleadJet_ptr; | ||
| // 3rd jet | ||
| edm::Ptr<flashgg::Jet> subsubleadJet_ptr; | ||
| // 4-vec of the 3 jets | ||
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| bool hasValidVHhadTriJet; | ||
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| // di-photon info | ||
| // flashgg::DiPhotonCandidate diphoton; | ||
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| // event based variables | ||
| int n_rec_jets; | ||
| int n_gen_jets; | ||
| int n_diphotons; | ||
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| // Input variables | ||
| float dijet_leadEta ; | ||
| float dijet_subleadEta; | ||
| float dijet_abs_dEta; | ||
| float dijet_LeadJPt ; | ||
| float dijet_pt ; | ||
| float dijet_SubJPt; | ||
| float dijet_Zep; | ||
| float dijet_dphi_trunc; | ||
| float dijet_dipho_dphi; | ||
| float dijet_dphi; | ||
| float dijet_Mjj; | ||
| float dijet_dy; | ||
| float dijet_leady ; | ||
| float dijet_subleady; | ||
| float dijet_dipho_pt; | ||
| float dijet_minDRJetPho; | ||
| float dijet_centrality_gg; | ||
| float dijet_centrality_j3; | ||
| float dijet_centrality_g ; | ||
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| float cosThetaStar; | ||
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| float dipho_PToM; | ||
| float leadPho_PToM; | ||
| float sublPho_PToM; | ||
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| // some 3-jet based variables | ||
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| float VHhadMVAValue() const {return vhHadMvaResult_value;} | ||
| float prob_VHhad_value() const {return vhHadMvaResult_prob_VHhad;} | ||
| float prob_ggH_value() const {return vhHadMvaResult_prob_ggH;} | ||
| float prob_bkg_value() const {return vhHadMvaResult_prob_bkg;} | ||
| // needed to go to native XGBoost score from TMVA version, inverting this https://github.com/jpata/mlglue/blob/master/mlglue/tree.py#L400-L409 | ||
| float transformedMvaValue(float result) const {return 1. / ( 1. + exp( 0.5*log( 2./(result+1.) - 1 ) ) );} | ||
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| // Output | ||
| float vhHadMvaResult_value; | ||
| float vhHadMvaResult_value_bdt; | ||
| float vhHadMvaResult_value_bdtg; | ||
| float vhHadMvaResult_prob_VHhad; | ||
| float vhHadMvaResult_prob_ggH; | ||
| float vhHadMvaResult_prob_bkg; | ||
| }; | ||
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| typedef std::map<edm::Ptr<DiPhotonCandidate>, VHhadMVAResult> VHhadMVAResultMap; | ||
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| } | ||
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| #endif | ||
| // Local Variables: | ||
| // mode:c++ | ||
| // indent-tabs-mode:nil | ||
| // tab-width:4 | ||
| // c-basic-offset:4 | ||
| // End: | ||
| // vim: tabstop=4 expandtab shiftwidth=4 softtabstop=4 | ||
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