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PDEFoamDecisionTree.h
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1// @(#)root/tmva $Id$
2// Author: Alexander Voigt
3
4/**********************************************************************************
5 * Project: TMVA - a Root-integrated toolkit for multivariate data analysis *
6 * Package: TMVA *
7 * Classes: PDEFoamDecisionTree *
8 * Web : http://tmva.sourceforge.net *
9 * *
10 * Description: *
11 * Class for decision tree like PDEFoam. It overrides *
12 * PDEFoam::Explore() to use the decision tree like cell split *
13 * algorithm, given a specific separation type. *
14 * *
15 * Authors (alphabetical): *
16 * S. Jadach - Institute of Nuclear Physics, Cracow, Poland *
17 * Tancredi Carli - CERN, Switzerland *
18 * Dominik Dannheim - CERN, Switzerland *
19 * Alexander Voigt - TU Dresden, Germany *
20 * *
21 * Copyright (c) 2010: *
22 * CERN, Switzerland *
23 * MPI-K Heidelberg, Germany *
24 * *
25 * Redistribution and use in source and binary forms, with or without *
26 * modification, are permitted according to the terms listed in LICENSE *
27 * (http://tmva.sourceforge.net/LICENSE) *
28 **********************************************************************************/
29
30#ifndef ROOT_TMVA_PDEFoamDecisionTree
31#define ROOT_TMVA_PDEFoamDecisionTree
32
34#include "TMVA/SeparationBase.h"
35
36namespace TMVA
37{
38
40 {
41
42 private:
43 SeparationBase *fSepType; // separation type
44
45 protected:
46
47 virtual void Explore(PDEFoamCell *Cell); // Exploration of the cell
48
49 PDEFoamDecisionTree(const PDEFoamDecisionTree&); // Copy Constructor NOT USED
50
51 public:
52 PDEFoamDecisionTree(); // Default constructor (used only by ROOT streamer)
53 PDEFoamDecisionTree(const TString&, SeparationBase *sepType, UInt_t cls); // Principal user-defined constructor
54 virtual ~PDEFoamDecisionTree(); // Default destructor
55
56 // ---------- ROOT class definition
57 ClassDef(PDEFoamDecisionTree, 1) // Decision tree like PDEFoam
58 }; // end of PDEFoamDecisionTree
59
60} // namespace TMVA
61
62#endif
#define ClassDef(name, id)
Definition Rtypes.h:325
This PDEFoam variant acts like a decision tree and stores in every cell the discriminant.
virtual void Explore(PDEFoamCell *Cell)
Internal subprogram used by Create.
PDEFoamDecisionTree()
Default constructor for streamer, user should not use it.
virtual ~PDEFoamDecisionTree()
Destructor deletes fSepType.
This PDEFoam variant stores in every cell the discriminant.
An interface to calculate the "SeparationGain" for different separation criteria used in various trai...
Basic string class.
Definition TString.h:136
create variable transformations