MVAExpert.h

/**************************************************************************
 * basf2 (Belle II Analysis Software Framework)                           *
 * Author: The Belle II Collaboration                                     *
 *                                                                        *
 * See git log for contributors and copyright holders.                    *
 * This file is licensed under LGPL-3.0, see LICENSE.md.                  *
 **************************************************************************/
#pragma once
 
#include <tracking/trackFindingCDC/utilities/Named.h>
#include <RtypesCore.h>
 
#include <vector>
#include <memory>
#include <string>
 
namespace Belle2 {
 
  namespace TrackFindingCDC {

    class MVAExpert {
 
    public:
      MVAExpert(const std::string& identifier, std::vector<Named<Float_t*>> namedVariables);

      ~MVAExpert();

      void initialize();

      void beginRun();

      double predict();

      std::vector<float> predict(float* /* test_data */, int /* nFeature */, int nRows);

      std::vector<std::string> getVariableNames();
    private:
      class Impl;

      std::unique_ptr<Impl> m_impl;
    };
  }
}