FastBDTClassifierAnalyzerModule.h

/*************************************************************************
* BASF2 (Belle Analysis Framework 2)                                     *
* Copyright(C) 2016 - Belle II Collaboration                             *
*                                                                        *
* Author: The Belle II Collaboration                                     *
* Contributors: Thomas Madlener                                          *
*                                                                        *
* This software is provided "as is" without any warranty.                *
**************************************************************************/
 
#pragma once
 
#include <string>
#include <vector>
#include <map>
 
#include <framework/core/Module.h>
 
#include <tracking/trackFindingVXD/filterTools/FBDTClassifierHelper.h>
#include <tracking/trackFindingVXD/filterTools/FBDTClassifier.h>
 
 
namespace Belle2 {
  class FastBDTClassifierAnalyzerModule : public Module {
  public:
    FastBDTClassifierAnalyzerModule();
 
    void initialize() override;
 
    void terminate() override;
 
  private:
    using TrainSample = Belle2::FBDTTrainSample<9>;
 
    std::string m_PARAMfbdtFileName; 
    std::string m_PARAMtrainSampleFileName; 
    std::string m_PARAMtestSampleFileName; 
    std::string m_PARAMrootOutFileName; 
    std::vector<TrainSample> m_trainSample; 
    std::vector<TrainSample> m_testSample; 
    Belle2::FBDTClassifier<9> m_classifier; 
    std::multimap<int, double> m_trainOutput; 
    std::multimap<int, double> m_testOutput; 
  };
}