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Reference Guide
PDEFoamDiscriminantDensity.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: PDEFoamDiscriminantDensity *
8 * Web : http://tmva.sourceforge.net *
9 * *
10 * Description: *
11 * Class PDEFoamDiscriminantDensity is a class representing *
12 * n-dimensional real positive integrand function *
13 * The main function is Density() which provides the event density at a *
14 * given point during the foam build-up (sampling). *
15 * *
16 * Authors (alphabetical): *
17 * Tancredi Carli - CERN, Switzerland *
18 * Dominik Dannheim - CERN, Switzerland *
19 * S. Jadach - Institute of Nuclear Physics, Cracow, Poland *
20 * Alexander Voigt - TU Dresden, Germany *
21 * Peter Speckmayer - CERN, Switzerland *
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_PDEFoamDiscriminantDensity
33#define ROOT_TMVA_PDEFoamDiscriminantDensity
34
36#include <vector>
37
38namespace TMVA
39{
40
41 // class definition of underlying event density
43 {
44
45 protected:
46 UInt_t fClass; // signal class
47
48 public:
50 PDEFoamDiscriminantDensity(std::vector<Double_t> box, UInt_t cls);
53
54 // main function used by PDEFoam
55 // returns discriminant density N_class/N_total at a given point
56 // by range searching in BST
57 virtual Double_t Density(std::vector<Double_t> &Xarg, Double_t &event_density);
58
59 ClassDef(PDEFoamDiscriminantDensity, 1) //Class for Discriminant density
60 }; //end of PDEFoamDiscriminantDensity
61
62} // namespace TMVA
63
64#endif
double Double_t
Definition: RtypesCore.h:59
#define ClassDef(name, id)
Definition: Rtypes.h:335
This is an abstract class, which provides an interface for a PDEFoam density estimator.
This is a concrete implementation of PDEFoam.
virtual Double_t Density(std::vector< Double_t > &Xarg, Double_t &event_density)
This function is needed during the foam buildup.
void box(Int_t pat, Double_t x1, Double_t y1, Double_t x2, Double_t y2)
Definition: fillpatterns.C:1
create variable transformations