NusVarsTemp.h

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#pragma once

// Vars used in Nus analysis Data/MC and validation
// No duplicates, please
#include "CAFAna/Core/Var.h"

namespace ana
{
  // --------------------------------------------------------
  //  NCCosRej TMVA calculated on-the-fly whilst it doesn't
  //  exist in CAFs
  // --------------------------------------------------------

  //-------------------------------------------
  // 2020 implementations
  //-------------------------------------------

  // BTDG (gradient boost) implementation
  class GetNCCosRejBDTG2020
  {
  public:
    GetNCCosRejBDTG2020() {}
    float operator() (const caf::SRProxy* sr) const;
  protected:
    void InitTMVA() const;
  };

  const Var kNCCosRejBDTG20 = Var(GetNCCosRejBDTG2020());

  //--------------------------------------------
  // old implementations
  //--------------------------------------------

  class GetNCCosRejG
  {
  public:
    GetNCCosRejG() {}
    float operator() (const caf::SRProxy* sr) const;
  protected:
    void InitTMVA() const;
  };

  const Var kNCCosRejGAlt = Var(GetNCCosRejG());


  //BDT used for 2017 NC Analysis.
  //
  class GetNCCosRej
  {
  public:
    GetNCCosRej() {}
    float operator() (const caf::SRProxy* sr) const;
  protected:
    void InitTMVA() const;
  };

  const Var kNCCosRejAlt = Var(GetNCCosRej());



  //BDT for with cosmic data period-1 trained
  class GetNCCosRejp1
  {
  public:
    GetNCCosRejp1() {}
    float operator() (const caf::SRProxy* sr) const;
  protected:
    void InitTMVA() const;
  };

  const Var kNCCosRejAltp1 = Var(GetNCCosRejp1());


  //BDT for with cosmic data period-2 trained
  class GetNCCosRejp2
  {
  public:
    GetNCCosRejp2() {}
    float operator() (const caf::SRProxy* sr) const;
  protected:
    void InitTMVA() const;
  };

  const Var kNCCosRejAltp2 = Var(GetNCCosRejp2());


  //BDT for with cosmic data period-3 and 5 trained
  class GetNCCosRejp3_5
  {
  public:
    GetNCCosRejp3_5() {}
    float operator() (const caf::SRProxy* sr) const;
  protected:
    void InitTMVA() const;
  };
  const Var kNCCosRejAltp3_5 = Var(GetNCCosRejp3_5());




  //BDT for with cosmic data period-4 and 6 trained (RHC)
  class GetNCCosRejp4_6
  {
  public:
    GetNCCosRejp4_6() {}
    float operator() (const caf::SRProxy* sr) const;
  protected:
    void InitTMVA() const;
  };
  const Var kNCCosRejAltp4_6 = Var(GetNCCosRejp4_6());

  // Keras-based NCCosRej
  class GetNCCosRejKeras
  {
  public:
    GetNCCosRejKeras() {}
    float operator() (const caf::SRProxy* sr) const;
  protected:
    void InitKeras() const;
  };

  const Var kNCCosRejKerasAlt = Var(GetNCCosRejKeras());

}//namespace