/usr/include/root/TMVA/ResultsMulticlass.h is in libroot-tmva-dev 5.34.30-0ubuntu8.
This file is owned by root:root, with mode 0o644.
The actual contents of the file can be viewed below.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 | // @(#)root/tmva $Id$
// Author: Andreas Hoecker, Peter Speckmayer, Joerg Stelzer, Helge Voss, Jan Therhaag
/**********************************************************************************
* Project: TMVA - a Root-integrated toolkit for multivariate data analysis *
* Package: TMVA *
* Class : ResultsMulticlass *
* Web : http://tmva.sourceforge.net *
* *
* Description: *
* Base-class for result-vectors *
* *
* Authors (alphabetical): *
* Andreas Hoecker <Andreas.Hocker@cern.ch> - CERN, Switzerland *
* Peter Speckmayer <Peter.Speckmayer@cern.ch> - CERN, Switzerland *
* Joerg Stelzer <Joerg.Stelzer@cern.ch> - CERN, Switzerland *
* Jan Therhaag <Jan.Therhaag@cern.ch> - U of Bonn, Germany *
* Helge Voss <Helge.Voss@cern.ch> - MPI-K Heidelberg, Germany *
* *
* Copyright (c) 2005-2011: *
* CERN, Switzerland *
* U. of Victoria, Canada *
* MPI-K Heidelberg, Germany *
* U. of Bonn, Germany *
* *
* Redistribution and use in source and binary forms, with or without *
* modification, are permitted according to the terms listed in LICENSE *
* (http://tmva.sourceforge.net/LICENSE) *
**********************************************************************************/
#ifndef ROOT_TMVA_ResultsMulticlass
#define ROOT_TMVA_ResultsMulticlass
//////////////////////////////////////////////////////////////////////////
// //
// ResultsMulticlass //
// //
// Class which takes the results of a multiclass classification //
// //
//////////////////////////////////////////////////////////////////////////
#include <vector>
#ifndef ROOT_TH1F
#include "TH1F.h"
#endif
#ifndef ROOT_TH2F
#include "TH2F.h"
#endif
#ifndef ROOT_TMVA_Results
#include "TMVA/Results.h"
#endif
#ifndef ROOT_TMVA_Event
#include "TMVA/Event.h"
#endif
#ifndef ROOT_IFitterTarget
#include "IFitterTarget.h"
#endif
namespace TMVA {
class MsgLogger;
class ResultsMulticlass : public Results, public IFitterTarget {
public:
ResultsMulticlass( const DataSetInfo* dsi, TString resultsName );
~ResultsMulticlass();
// setters
void SetValue( std::vector<Float_t>& value, Int_t ievt );
void Resize( Int_t entries ) { fMultiClassValues.resize( entries ); }
void Clear() { fMultiClassValues.clear(); }
// getters
Long64_t GetSize() const { return fMultiClassValues.size(); }
virtual const std::vector< Float_t >& operator[] ( Int_t ievt ) const { return fMultiClassValues.at(ievt); }
std::vector<std::vector< Float_t> >* GetValueVector() { return &fMultiClassValues; }
Types::EAnalysisType GetAnalysisType() { return Types::kMulticlass; }
Float_t GetAchievableEff(UInt_t cls){return fAchievableEff.at(cls);}
Float_t GetAchievablePur(UInt_t cls){return fAchievablePur.at(cls);}
std::vector<Float_t>& GetAchievableEff(){return fAchievableEff;}
std::vector<Float_t>& GetAchievablePur(){return fAchievablePur;}
// histogramming
void CreateMulticlassHistos( TString prefix, Int_t nbins, Int_t nbins_high);
Double_t EstimatorFunction( std::vector<Double_t> & );
std::vector<Double_t> GetBestMultiClassCuts(UInt_t targetClass);
private:
mutable std::vector<std::vector< Float_t> > fMultiClassValues; //! mva values (Results)
mutable MsgLogger* fLogger; //! message logger
MsgLogger& Log() const { return *fLogger; }
UInt_t fClassToOptimize;
std::vector<Float_t> fAchievableEff;
std::vector<Float_t> fAchievablePur;
std::vector<std::vector<Double_t> > fBestCuts;
};
}
#endif
|