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PDEFoamMultiTarget.h
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1// @(#)root/tmva $Id$
2// Author: Tancredi Carli, Dominik Dannheim, Alexander Voigt
3
4/**********************************************************************************
5 * Project: TMVA - a Root-integrated toolkit for multivariate data analysis *
6 * Package: TMVA *
7 * Classes: PDEFoamMultiTarget *
8 * Web : http://tmva.sourceforge.net *
9 * *
10 * Description: *
11 * Concrete PDEFoamEvent sub-class. This foam stores the number *
12 * of events with every cell, as well as the statistical error on *
13 * the event number. It overrides GetCellValue() for projecting *
14 * the target values given an incomplete event map with *
15 * N_variables < dimension of foam. *
16 * *
17 * Authors (alphabetical): *
18 * S. Jadach - Institute of Nuclear Physics, Cracow, Poland *
19 * Tancredi Carli - CERN, Switzerland *
20 * Dominik Dannheim - CERN, Switzerland *
21 * Alexander Voigt - TU Dresden, Germany *
22 * *
23 * Copyright (c) 2008, 2010: *
24 * CERN, Switzerland *
25 * MPI-K Heidelberg, Germany *
26 * *
27 * Redistribution and use in source and binary forms, with or without *
28 * modification, are permitted according to the terms listed in LICENSE *
29 * (http://tmva.sourceforge.net/LICENSE) *
30 **********************************************************************************/
31
32#ifndef ROOT_TMVA_PDEFoamMultiTarget
33#define ROOT_TMVA_PDEFoamMultiTarget
34
35#include "TMVA/PDEFoamEvent.h"
36
37#include <vector>
38#include <map>
39
40namespace TMVA
41{
42
43 // target selection method
44 enum ETargetSelection { kMean = 0, kMpv = 1 };
45
47 {
48
49 protected:
50 ETargetSelection fTargetSelection; // the target selection method
51
52 PDEFoamMultiTarget(const PDEFoamMultiTarget&); // Copy Constructor NOT USED
53 virtual void CalculateMpv(std::map<Int_t, Float_t>&, const std::vector<PDEFoamCell*>&); // Calculate mpv target
54 virtual void CalculateMean(std::map<Int_t, Float_t>&, const std::vector<PDEFoamCell*>&); // Calculate mean target
55
56 // ---------- Public functions ----------------------------------
57 public:
58 PDEFoamMultiTarget(); // Default constructor (used only by ROOT streamer)
59 PDEFoamMultiTarget(const TString&, ETargetSelection); // Principal user-defined constructor
60 virtual ~PDEFoamMultiTarget() {} // Default destructor
61
62 // overridden from PDEFoam: extract the targets from the foam
63 virtual std::vector<Float_t> GetCellValue(const std::map<Int_t, Float_t>&, ECellValue);
65
66 // ---------- ROOT class definition
67 ClassDef(PDEFoamMultiTarget, 1) // Tree of PDEFoamCells
68 }; // end of PDEFoamMultiTarget
69
70} // namespace TMVA
71
72// ---------- Inline functions
73
74#endif
#define ClassDef(name, id)
Definition Rtypes.h:337
This PDEFoam variant stores in every cell the sum of event weights and the sum of the squared event w...
This PDEFoam variant is used to estimate multiple targets by creating an event density foam (PDEFoamE...
virtual void CalculateMean(std::map< Int_t, Float_t > &, const std::vector< PDEFoamCell * > &)
This function calculates the mean target value from a given number of cells.
ETargetSelection fTargetSelection
virtual void CalculateMpv(std::map< Int_t, Float_t > &, const std::vector< PDEFoamCell * > &)
This function calculates the most probable target value from a given number of cells.
virtual std::vector< Float_t > GetCellValue(const std::map< Int_t, Float_t > &, ECellValue)
This function is overridden from PDFEFoam.
PDEFoamMultiTarget()
Default constructor for streamer, user should not use it.
virtual Float_t GetCellValue(const std::vector< Float_t > &xvec, ECellValue cv, PDEFoamKernelBase *)
This function finds the cell, which corresponds to the given untransformed event vector 'xvec' and re...
Definition PDEFoam.cxx:1017
ECellValue
Definition PDEFoam.h:69
Basic string class.
Definition TString.h:139
create variable transformations