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File indexing completed on 2025-01-30 10:22:54
0001 // @(#)root/tmva $Id$ 0002 // Author: Andreas Hoecker, Joerg Stelzer, Helge Voss, Kai Voss 0003 0004 /********************************************************************************** 0005 * Project: TMVA - a Root-integrated toolkit for multivariate data analysis * 0006 * Package: TMVA * 0007 * Class : MisClassificationError * 0008 * * 0009 * * 0010 * Description: * 0011 * Implementation of the MisClassificationError as separation * 0012 * criterion: 1-max(p, 1-p) * 0013 * * 0014 * * 0015 * Authors (alphabetical): * 0016 * Andreas Hoecker <Andreas.Hocker@cern.ch> - CERN, Switzerland * 0017 * Helge Voss <Helge.Voss@cern.ch> - MPI-K Heidelberg, Germany * 0018 * Kai Voss <Kai.Voss@cern.ch> - U. of Victoria, Canada * 0019 * * 0020 * Copyright (c) 2005: * 0021 * CERN, Switzerland * 0022 * U. of Victoria, Canada * 0023 * Heidelberg U., Germany * 0024 * * 0025 * Redistribution and use in source and binary forms, with or without * 0026 * modification, are permitted according to the terms listed in LICENSE * 0027 * (see tmva/doc/LICENSE) * 0028 **********************************************************************************/ 0029 0030 #ifndef ROOT_TMVA_MisClassificationError 0031 #define ROOT_TMVA_MisClassificationError 0032 0033 ////////////////////////////////////////////////////////////////////////// 0034 // // 0035 // MisClassificationError // 0036 // // 0037 // Implementation of the MisClassificationError as separation criterion // 0038 // // 0039 // criterion: 1-max(p, 1-p) // 0040 ////////////////////////////////////////////////////////////////////////// 0041 0042 #include "TMVA/SeparationBase.h" 0043 0044 namespace TMVA { 0045 0046 class MisClassificationError : public SeparationBase { 0047 0048 public: 0049 0050 // constructor for the Misclassification error 0051 MisClassificationError() { fName = "MisCl"; } 0052 0053 // copy constructor 0054 MisClassificationError( const MisClassificationError& g): SeparationBase(g) {} 0055 0056 // destructor 0057 virtual ~MisClassificationError() {} 0058 0059 // Return the separation index: 1-max(p,1-p) 0060 virtual Double_t GetSeparationIndex( const Double_t s, const Double_t b ); 0061 protected: 0062 0063 ClassDef(MisClassificationError,0); // Implementation of the MisClassificationError as separation criterion 0064 }; 0065 0066 } // namespace TMVA 0067 0068 #endif 0069 0070
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