TMVAEvaluator Class Reference

#include <TMVAEvaluator.h>

Public Member Functions
float	evaluate (const std::map< std::string, float > &inputs, bool useSpectators=false) const
float	evaluateGBRForest (const std::map< std::string, float > &inputs) const
float	evaluateTMVA (const std::map< std::string, float > &inputs, bool useSpectators) const
void	initialize (const std::string &options, const std::string &method, const std::string &weightFile, const std::vector< std::string > &variables, const std::vector< std::string > &spectators, bool useGBRForest=false, bool useAdaBoost=false)
void	initializeGBRForest (const GBRForest *gbrForest, const std::vector< std::string > &variables, const std::vector< std::string > &spectators, bool useAdaBoost=false)
void	initializeGBRForest (const edm::EventSetup &iSetup, const std::string &label, const std::vector< std::string > &variables, const std::vector< std::string > &spectators, bool useAdaBoost=false)
	TMVAEvaluator ()

Private Attributes
std::mutex	m_mutex
std::shared_ptr< const GBRForest >	mGBRForest
std::unique_ptr< TMVA::IMethod >	mIMethod
bool	mIsInitialized
std::string	mMethod
std::unique_ptr< TMVA::Reader >	mReader
std::map< std::string, std::pair< size_t, float > >	mSpectators
bool	mUseAdaBoost
bool	mUsingGBRForest
std::map< std::string, std::pair< size_t, float > >	mVariables

Detailed Description

Definition at line 16 of file TMVAEvaluator.h.

Constructor & Destructor Documentation

TMVAEvaluator::TMVAEvaluator

(

)

Definition at line 10 of file TMVAEvaluator.cc.

Member Function Documentation

float TMVAEvaluator::evaluate	(	const std::map< std::string, float > &	inputs,
		bool	useSpectators = false
	)		const

Definition at line 150 of file TMVAEvaluator.cc.

float TMVAEvaluator::evaluateGBRForest

(

const std::map< std::string, float > &

inputs

)

const

Definition at line 125 of file TMVAEvaluator.cc.

float TMVAEvaluator::evaluateTMVA	(	const std::map< std::string, float > &	inputs,
		bool	useSpectators
	)		const

Definition at line 88 of file TMVAEvaluator.cc.

void TMVAEvaluator::initialize	(	const std::string &	options,
		const std::string &	method,
		const std::string &	weightFile,
		const std::vector< std::string > &	variables,
		const std::vector< std::string > &	spectators,
		bool	useGBRForest = false,
		bool	useAdaBoost = false
	)

Definition at line 16 of file TMVAEvaluator.cc.

void TMVAEvaluator::initializeGBRForest	(	const GBRForest *	gbrForest,
		const std::vector< std::string > &	variables,
		const std::vector< std::string > &	spectators,
		bool	useAdaBoost = false
	)

Definition at line 57 of file TMVAEvaluator.cc.

void TMVAEvaluator::initializeGBRForest	(	const edm::EventSetup &	iSetup,
		const std::string &	label,
		const std::vector< std::string > &	variables,
		const std::vector< std::string > &	spectators,
		bool	useAdaBoost = false
	)

Definition at line 77 of file TMVAEvaluator.cc.

Member Data Documentation

std::mutex TMVAEvaluator::m_mutex

mutableprivate

Definition at line 37 of file TMVAEvaluator.h.

std::shared_ptr<const GBRForest> TMVAEvaluator::mGBRForest

private

Definition at line 40 of file TMVAEvaluator.h.

std::unique_ptr<TMVA::IMethod> TMVAEvaluator::mIMethod

private

Definition at line 39 of file TMVAEvaluator.h.

bool TMVAEvaluator::mIsInitialized

private

Definition at line 32 of file TMVAEvaluator.h.

std::string TMVAEvaluator::mMethod

private

Definition at line 36 of file TMVAEvaluator.h.

std::unique_ptr<TMVA::Reader> TMVAEvaluator::mReader

private

Definition at line 38 of file TMVAEvaluator.h.

std::map<std::string,std::pair<size_t,float> > TMVAEvaluator::mSpectators

mutableprivate

Definition at line 43 of file TMVAEvaluator.h.

bool TMVAEvaluator::mUseAdaBoost

private

Definition at line 34 of file TMVAEvaluator.h.

bool TMVAEvaluator::mUsingGBRForest

private

Definition at line 33 of file TMVAEvaluator.h.

std::map<std::string,std::pair<size_t,float> > TMVAEvaluator::mVariables

mutableprivate

Definition at line 42 of file TMVAEvaluator.h.