Teacher.h

/**************************************************************************
 * BASF2 (Belle Analysis Framework 2)                                     *
 * Copyright(C) 2016 - Belle II Collaboration                             *
 *                                                                        *
 * Author: The Belle II Collaboration                                     *
 * Contributors: Thomas Keck                                              *
 *                                                                        *
 * This software is provided "as is" without any warranty.                *
 **************************************************************************/
 
#pragma once
#ifndef INCLUDE_GUARD_BELLE2_MVA_TEACHER_HEADER
#define INCLUDE_GUARD_BELLE2_MVA_TEACHER_HEADER
 
#include <mva/interface/Options.h>
#include <mva/interface/Dataset.h>
#include <mva/interface/Weightfile.h>
 
namespace Belle2 {
  namespace MVA {
 
    class Teacher {
    public:
      explicit Teacher(const GeneralOptions& general_options);
 
      virtual Weightfile train(Dataset& training_data) const = 0;
 
      virtual ~Teacher() = default;
 
    protected:
      GeneralOptions m_general_options; 
    };
 
  }
}
#endif