TMVA::CrossValidationResult Class Reference

Class to save the results of cross validation, the metric for the classification ins ROC and you can ROC curves ROC integrals, ROC average and ROC standard deviation.

Definition at line 45 of file CrossValidation.h.

Public Member Functions
	CrossValidationResult ()
	CrossValidationResult (const CrossValidationResult &)
	~CrossValidationResult ()
TCanvas *	Draw (const TString name="CrossValidation") const
std::vector< Double_t >	GetEff01Values ()
std::vector< Double_t >	GetEff10Values ()
std::vector< Double_t >	GetEff30Values ()
std::vector< Double_t >	GetEffAreaValues ()
Float_t	GetROCAverage () const
TMultiGraph *	GetROCCurves (Bool_t fLegend=kTRUE)
Float_t	GetROCStandardDeviation () const
std::map< UInt_t, Float_t >	GetROCValues ()
std::vector< Double_t >	GetSepValues ()
std::vector< Double_t >	GetSigValues ()
std::vector< Double_t >	GetTrainEff01Values ()
std::vector< Double_t >	GetTrainEff10Values ()
std::vector< Double_t >	GetTrainEff30Values ()
void	Print () const

Private Attributes
std::vector< Double_t >	fEff01s
std::vector< Double_t >	fEff10s
std::vector< Double_t >	fEff30s
std::vector< Double_t >	fEffAreas
std::shared_ptr< TMultiGraph >	fROCCurves
std::map< UInt_t, Float_t >	fROCs
std::vector< Double_t >	fSeps
std::vector< Double_t >	fSigs
std::vector< Double_t >	fTrainEff01s
std::vector< Double_t >	fTrainEff10s
std::vector< Double_t >	fTrainEff30s

Friends
class	CrossValidation

#include <TMVA/CrossValidation.h>

Constructor & Destructor Documentation

CrossValidationResult() [1/2]

TMVA::CrossValidationResult::CrossValidationResult

(

)

Definition at line 25 of file CrossValidation.cxx.

CrossValidationResult() [2/2]

TMVA::CrossValidationResult::CrossValidationResult

(

const CrossValidationResult &

obj

)

Definition at line 30 of file CrossValidation.cxx.

~CrossValidationResult()

TMVA::CrossValidationResult::~CrossValidationResult ( )

inline

Definition at line 65 of file CrossValidation.h.

Member Function Documentation

Draw()

TCanvas * TMVA::CrossValidationResult::Draw

(

const TString

name = "CrossValidation"

)

const

Definition at line 79 of file CrossValidation.cxx.

GetEff01Values()

std::vector<Double_t> TMVA::CrossValidationResult::GetEff01Values ( )

inline

Definition at line 77 of file CrossValidation.h.

GetEff10Values()

std::vector<Double_t> TMVA::CrossValidationResult::GetEff10Values ( )

inline

Definition at line 78 of file CrossValidation.h.

GetEff30Values()

std::vector<Double_t> TMVA::CrossValidationResult::GetEff30Values ( )

inline

Definition at line 79 of file CrossValidation.h.

GetEffAreaValues()

std::vector<Double_t> TMVA::CrossValidationResult::GetEffAreaValues ( )

inline

Definition at line 80 of file CrossValidation.h.

GetROCAverage()

Float_t TMVA::CrossValidationResult::GetROCAverage

(

)

const

Definition at line 43 of file CrossValidation.cxx.

GetROCCurves()

TMultiGraph * TMVA::CrossValidationResult::GetROCCurves

(

Bool_t

fLegend = kTRUE

)

Definition at line 37 of file CrossValidation.cxx.

GetROCStandardDeviation()

Float_t TMVA::CrossValidationResult::GetROCStandardDeviation

(

)

const

Definition at line 51 of file CrossValidation.cxx.

GetROCValues()

std::map<UInt_t,Float_t> TMVA::CrossValidationResult::GetROCValues ( )

inline

Definition at line 67 of file CrossValidation.h.

GetSepValues()

std::vector<Double_t> TMVA::CrossValidationResult::GetSepValues ( )

inline

Definition at line 76 of file CrossValidation.h.

GetSigValues()

std::vector<Double_t> TMVA::CrossValidationResult::GetSigValues ( )

inline

Definition at line 75 of file CrossValidation.h.

GetTrainEff01Values()

std::vector<Double_t> TMVA::CrossValidationResult::GetTrainEff01Values ( )

inline

Definition at line 81 of file CrossValidation.h.

GetTrainEff10Values()

std::vector<Double_t> TMVA::CrossValidationResult::GetTrainEff10Values ( )

inline

Definition at line 82 of file CrossValidation.h.

GetTrainEff30Values()

std::vector<Double_t> TMVA::CrossValidationResult::GetTrainEff30Values ( )

inline

Definition at line 83 of file CrossValidation.h.

Print()

void TMVA::CrossValidationResult::Print

(

)

const

Definition at line 61 of file CrossValidation.cxx.

Friends And Related Function Documentation

CrossValidation

friend class CrossValidation

friend

Definition at line 46 of file CrossValidation.h.

Member Data Documentation

fEff01s

std::vector<Double_t> TMVA::CrossValidationResult::fEff01s

private

Definition at line 54 of file CrossValidation.h.

fEff10s

std::vector<Double_t> TMVA::CrossValidationResult::fEff10s

private

Definition at line 55 of file CrossValidation.h.

fEff30s

std::vector<Double_t> TMVA::CrossValidationResult::fEff30s

private

Definition at line 56 of file CrossValidation.h.

fEffAreas

std::vector<Double_t> TMVA::CrossValidationResult::fEffAreas

private

Definition at line 57 of file CrossValidation.h.

fROCCurves

std::shared_ptr<TMultiGraph> TMVA::CrossValidationResult::fROCCurves

private

Definition at line 50 of file CrossValidation.h.

fROCs

std::map<UInt_t,Float_t> TMVA::CrossValidationResult::fROCs

private

Definition at line 49 of file CrossValidation.h.

fSeps

std::vector<Double_t> TMVA::CrossValidationResult::fSeps

private

Definition at line 53 of file CrossValidation.h.

fSigs

std::vector<Double_t> TMVA::CrossValidationResult::fSigs

private

Definition at line 52 of file CrossValidation.h.

fTrainEff01s

std::vector<Double_t> TMVA::CrossValidationResult::fTrainEff01s

private

Definition at line 58 of file CrossValidation.h.

fTrainEff10s

std::vector<Double_t> TMVA::CrossValidationResult::fTrainEff10s

private

Definition at line 59 of file CrossValidation.h.

fTrainEff30s

std::vector<Double_t> TMVA::CrossValidationResult::fTrainEff30s

private

Definition at line 60 of file CrossValidation.h.

Libraries for TMVA::CrossValidationResult:

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