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tmva
tmva
inc
TMVA
VariableRearrangeTransform.h
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// @(#)root/tmva $Id$
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// Author: Andreas Hoecker, Joerg Stelzer, Helge Voss
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/**********************************************************************************
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* Project: TMVA - a Root-integrated toolkit for multivariate data analysis *
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* Package: TMVA *
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* Class : VariableRearrangeTransform *
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* Web : http://tmva.sourceforge.net *
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* *
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* Description: *
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* rearrangement of input variables *
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* *
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* Authors (alphabetical): *
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* Peter Speckmayer <Peter.Speckmayer@cern.ch> - CERN, Switzerland *
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* *
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* Copyright (c) 2005: *
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* CERN, Switzerland *
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* U. of Victoria, Canada *
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* MPI-K Heidelberg, Germany *
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* *
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* Redistribution and use in source and binary forms, with or without *
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* modification, are permitted according to the terms listed in LICENSE *
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* (http://tmva.sourceforge.net/LICENSE) *
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**********************************************************************************/
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#ifndef ROOT_TMVA_VariableRearrangeTransform
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#define ROOT_TMVA_VariableRearrangeTransform
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//////////////////////////////////////////////////////////////////////////
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// //
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// VariableRearrangeTransform //
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// //
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// rearrangement of input variables //
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// //
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//////////////////////////////////////////////////////////////////////////
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#include "
TMVA/VariableTransformBase.h
"
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namespace
TMVA
{
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class
VariableRearrangeTransform
:
public
VariableTransformBase
{
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public
:
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typedef
std::vector<Float_t>
FloatVector
;
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VariableRearrangeTransform
(
DataSetInfo
& dsi );
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virtual
~VariableRearrangeTransform
(
void
);
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void
Initialize
();
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Bool_t
PrepareTransformation
(
const
std::vector<Event*>&);
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virtual
const
Event
*
Transform
(
const
Event
*
const
,
Int_t
cls )
const
;
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virtual
const
Event
*
InverseTransform
(
const
Event
*
const
,
Int_t
cls )
const
;
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void
WriteTransformationToStream
( std::ostream& )
const
{}
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void
ReadTransformationFromStream
( std::istream&,
const
TString
& ) {
SetCreated
(); }
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virtual
void
AttachXMLTo
(
void
* parent);
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virtual
void
ReadFromXML
(
void
* trfnode );
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virtual
void
PrintTransformation
( std::ostream & o );
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// writer of function code
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virtual
void
MakeFunction
( std::ostream& fout,
const
TString
& fncName,
Int_t
part,
UInt_t
trCounter,
Int_t
cls );
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// provides string vector giving explicit transformation
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std::vector<TString>*
GetTransformationStrings
(
Int_t
cls )
const
;
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private
:
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ClassDef
(
VariableRearrangeTransform
,0);
// Variable transformation: normalization
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};
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}
// namespace TMVA
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#endif
Int_t
int Int_t
Definition:
RtypesCore.h:41
UInt_t
unsigned int UInt_t
Definition:
RtypesCore.h:42
Bool_t
bool Bool_t
Definition:
RtypesCore.h:59
ClassDef
#define ClassDef(name, id)
Definition:
Rtypes.h:324
VariableTransformBase.h
TMVA::DataSetInfo
Class that contains all the data information.
Definition:
DataSetInfo.h:60
TMVA::Event
Definition:
Event.h:52
TMVA::VariableRearrangeTransform
Rearrangement of input variables.
Definition:
VariableRearrangeTransform.h:41
TMVA::VariableRearrangeTransform::ReadFromXML
virtual void ReadFromXML(void *trfnode)
Read the transformation matrices from the xml node.
Definition:
VariableRearrangeTransform.cxx:144
TMVA::VariableRearrangeTransform::AttachXMLTo
virtual void AttachXMLTo(void *parent)
create XML description of Rearrange transformation
Definition:
VariableRearrangeTransform.cxx:133
TMVA::VariableRearrangeTransform::Transform
virtual const Event * Transform(const Event *const, Int_t cls) const
Definition:
VariableRearrangeTransform.cxx:82
TMVA::VariableRearrangeTransform::PrintTransformation
virtual void PrintTransformation(std::ostream &o)
prints the transformation ranges
Definition:
VariableRearrangeTransform.cxx:161
TMVA::VariableRearrangeTransform::MakeFunction
virtual void MakeFunction(std::ostream &fout, const TString &fncName, Int_t part, UInt_t trCounter, Int_t cls)
creates a normalizing function
Definition:
VariableRearrangeTransform.cxx:168
TMVA::VariableRearrangeTransform::InverseTransform
virtual const Event * InverseTransform(const Event *const, Int_t cls) const
Definition:
VariableRearrangeTransform.cxx:101
TMVA::VariableRearrangeTransform::ReadTransformationFromStream
void ReadTransformationFromStream(std::istream &, const TString &)
Definition:
VariableRearrangeTransform.h:57
TMVA::VariableRearrangeTransform::FloatVector
std::vector< Float_t > FloatVector
Definition:
VariableRearrangeTransform.h:45
TMVA::VariableRearrangeTransform::VariableRearrangeTransform
VariableRearrangeTransform(DataSetInfo &dsi)
constructor
Definition:
VariableRearrangeTransform.cxx:47
TMVA::VariableRearrangeTransform::~VariableRearrangeTransform
virtual ~VariableRearrangeTransform(void)
Definition:
VariableRearrangeTransform.cxx:54
TMVA::VariableRearrangeTransform::PrepareTransformation
Bool_t PrepareTransformation(const std::vector< Event * > &)
prepare transformation --> (nothing to do)
Definition:
VariableRearrangeTransform.cxx:68
TMVA::VariableRearrangeTransform::WriteTransformationToStream
void WriteTransformationToStream(std::ostream &) const
Definition:
VariableRearrangeTransform.h:56
TMVA::VariableRearrangeTransform::GetTransformationStrings
std::vector< TString > * GetTransformationStrings(Int_t cls) const
creates string with variable transformations applied
Definition:
VariableRearrangeTransform.cxx:122
TMVA::VariableRearrangeTransform::Initialize
void Initialize()
initialization of the rearrangement transformation (nothing to do)
Definition:
VariableRearrangeTransform.cxx:61
TMVA::VariableTransformBase
Linear interpolation class.
Definition:
VariableTransformBase.h:53
TMVA::VariableTransformBase::SetCreated
void SetCreated(Bool_t c=kTRUE)
Definition:
VariableTransformBase.h:121
TString
Basic string class.
Definition:
TString.h:131
TMVA
Abstract ClassifierFactory template that handles arbitrary types.
Definition:
GeneticMinimizer.h:21