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tmva
tmva
src
MisClassificationError.cxx
Go to the documentation of this file.
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// @(#)root/tmva $Id$
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// Author: Andreas Hoecker, Joerg Stelzer, Helge Voss, Kai 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 : MisClassificationError *
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* Web : http://tmva.sourceforge.net *
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* *
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* Description: Implementation of the MisClassificationError as separation *
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* criterion: 1-max(p, 1-p) as
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* *
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* Authors (alphabetical): *
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* Andreas Hoecker <Andreas.Hocker@cern.ch> - CERN, Switzerland *
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* Helge Voss <Helge.Voss@cern.ch> - MPI-K Heidelberg, Germany *
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* Kai Voss <Kai.Voss@cern.ch> - U. of Victoria, Canada *
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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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* Heidelberg U., 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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//_______________________________________________________________________
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//
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// Implementation of the MisClassificationError as separation criterion
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//
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//_______________________________________________________________________
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#include "
TMVA/MisClassificationError.h
"
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ClassImp
(
TMVA::MisClassificationError
)
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////////////////////////////////////////////////////////////////////////////////
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/// Misclassifiacton error criterion: 1-max(p, 1-p) (p: purity= s/(s+b))
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Double_t
TMVA
::MisClassificationError::GetSeparationIndex( const
Double_t
&s, const
Double_t
&b )
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{
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if
( s+b <= 0)
return
0;
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Double_t
p = s/(s+b);
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if
(p >= 1-p)
return
1-p;
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else
return
p;
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}
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MisClassificationError.h
TMVA::MisClassificationError
Definition:
MisClassificationError.h:48
Double_t
double Double_t
Definition:
RtypesCore.h:55
TMVA
Abstract ClassifierFactory template that handles arbitrary types.
Definition:
MethodPyAdaBoost.h:29
ClassImp
ClassImp(TMVA::MisClassificationError) Double_t TMVA
Misclassifiacton error criterion: 1-max(p, 1-p) (p: purity= s/(s+b))
Definition:
MisClassificationError.cxx:37