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#include <MVATrainer.h>

Classes
struct	CalibratedProcessor

Public Member Functions
TrainerMonitoring::Module *	bookMonitor (const std::string &name)

void	doneTraining (Calibration::MVAComputer *trainCalibration) const

Calibration::MVAComputer *	getCalibration () const

const std::string &	getName () const

Calibration::MVAComputer *	getTrainCalibration () const

void	loadState ()

	MVATrainer (const std::string &fileName, bool useXSLT=false, const char *styleSheet=0)

void	saveState ()

void	setAutoSave (bool autoSave)

void	setCleanup (bool cleanup)

void	setCrossValidation (double split)

void	setMonitoring (bool monitoring)

void	setRandomSeed (UInt_t seed)

std::string	trainFileName (const TrainProcessor *proc, const std::string &ext, const std::string &arg="") const

	~MVATrainer ()

Static Public Attributes
static const AtomicId	kTargetId

static const AtomicId	kWeightId

Private Member Functions
void	connectProcessors (Calibration::MVAComputer *calib, const std::vector< CalibratedProcessor > &procs, bool withTarget) const

SourceVariable *	createVariable (Source *source, AtomicId name, Variable::Flags flags)

void	fillInputVars (SourceVariableSet &vars, XERCES_CPP_NAMESPACE_QUALIFIER DOMElement *xml)

void	fillOutputVars (SourceVariableSet &vars, Source source, XERCES_CPP_NAMESPACE_QUALIFIER DOMElement xml)

std::vector< AtomicId >	findFinalProcessors () const

void	findUntrainedComputers (std::vector< AtomicId > &compute, std::vector< AtomicId > &train) const

SourceVariable *	getVariable (AtomicId source, AtomicId name) const

void	makeProcessor (XERCES_CPP_NAMESPACE_QUALIFIER DOMElement elem, AtomicId id, const char name)

Calibration::MVAComputer *	makeTrainCalibration (const AtomicId compute, const AtomicId train) const

Private Attributes
double	crossValidation

bool	doAutoSave

bool	doCleanup

bool	doMonitoring

Source *	input

std::auto_ptr< TrainerMonitoring >	monitoring

std::string	name

TrainProcessor *	output

std::vector< AtomicId >	processors

UInt_t	randomSeed

std::map< AtomicId, Source * >	sources

std::string	trainFileMask

std::vector< SourceVariable * >	variables

std::auto_ptr< XMLDocument >	xml

Detailed Description

Definition at line 27 of file MVATrainer.h.

Constructor & Destructor Documentation

PhysicsTools::MVATrainer::MVATrainer	(	const std::string &	fileName,
		bool	useXSLT = `false`,
		const char *	styleSheet = `0`
	)

Definition at line 422 of file MVATrainer.cc.

PhysicsTools::MVATrainer::~MVATrainer ( )

Definition at line 563 of file MVATrainer.cc.

Member Function Documentation

TrainerMonitoring::Module * PhysicsTools::MVATrainer::bookMonitor ( const std::string & name )

Definition at line 710 of file MVATrainer.cc.

Referenced by PhysicsTools::TrainProcessor::doTrainBegin().

void PhysicsTools::MVATrainer::connectProcessors	(	Calibration::MVAComputer *	calib,
		const std::vector< CalibratedProcessor > &	procs,
		bool	withTarget
	)		const

private

Definition at line 885 of file MVATrainer.cc.

SourceVariable * PhysicsTools::MVATrainer::createVariable	(	Source *	source,
		AtomicId	name,
		Variable::Flags	flags
	)

private

Definition at line 734 of file MVATrainer.cc.

void PhysicsTools::MVATrainer::doneTraining ( Calibration::MVAComputer * trainCalibration ) const

Definition at line 1102 of file MVATrainer.cc.

void PhysicsTools::MVATrainer::fillInputVars	(	SourceVariableSet &	vars,
		XERCES_CPP_NAMESPACE_QUALIFIER DOMElement *	xml
	)

private

Definition at line 746 of file MVATrainer.cc.

void PhysicsTools::MVATrainer::fillOutputVars	(	SourceVariableSet &	vars,
		Source *	source,
		XERCES_CPP_NAMESPACE_QUALIFIER DOMElement *	xml
	)

private

Definition at line 838 of file MVATrainer.cc.

std::vector< AtomicId > PhysicsTools::MVATrainer::findFinalProcessors ( ) const

private

Definition at line 1115 of file MVATrainer.cc.

void PhysicsTools::MVATrainer::findUntrainedComputers	(	std::vector< AtomicId > &	compute,
		std::vector< AtomicId > &	train
	)		const

private

Definition at line 1195 of file MVATrainer.cc.

Calibration::MVAComputer * PhysicsTools::MVATrainer::getCalibration ( ) const

Definition at line 1146 of file MVATrainer.cc.

Referenced by PhysicsTools::MVATrainerContainerLooperImpl< Record_t >::produce(), and PhysicsTools::TreeTrainer::train().

const std::string& PhysicsTools::MVATrainer::getName ( void ) const

inline

Definition at line 53 of file MVATrainer.h.

References name.

53 { return name; }

PhysicsTools::MVATrainer::name

std::string name

Definition: MVATrainer.h:109

Calibration::MVAComputer * PhysicsTools::MVATrainer::getTrainCalibration ( ) const

Definition at line 1241 of file MVATrainer.cc.

Referenced by PhysicsTools::TreeTrainer::iteration().

SourceVariable * PhysicsTools::MVATrainer::getVariable	(	AtomicId	source,
		AtomicId	name
	)		const

private

Definition at line 725 of file MVATrainer.cc.

void PhysicsTools::MVATrainer::loadState ( )

Definition at line 583 of file MVATrainer.cc.

void PhysicsTools::MVATrainer::makeProcessor	(	XERCES_CPP_NAMESPACE_QUALIFIER DOMElement *	elem,
		AtomicId	id,
		const char *	name
	)

private

Definition at line 622 of file MVATrainer.cc.

Calibration::MVAComputer * PhysicsTools::MVATrainer::makeTrainCalibration	(	const AtomicId *	compute,
		const AtomicId *	train
	)		const

private

Definition at line 974 of file MVATrainer.cc.

void PhysicsTools::MVATrainer::saveState ( )

Definition at line 603 of file MVATrainer.cc.

void PhysicsTools::MVATrainer::setAutoSave ( bool autoSave )

inline

Definition at line 33 of file MVATrainer.h.

References doAutoSave.

33 { doAutoSave = autoSave; }

PhysicsTools::MVATrainer::doAutoSave

bool doAutoSave

Definition: MVATrainer.h:110

void PhysicsTools::MVATrainer::setCleanup ( bool cleanup )

inline

Definition at line 34 of file MVATrainer.h.

References edm::cleanup(), and doCleanup.

34 { doCleanup = cleanup; }

static void cleanup(const Factory::MakerMap::value_type &v)

Definition: Factory.cc:12

PhysicsTools::MVATrainer::doCleanup

bool doCleanup

Definition: MVATrainer.h:111

void PhysicsTools::MVATrainer::setCrossValidation ( double split )

inline

Definition at line 37 of file MVATrainer.h.

References crossValidation, and PhysicsTools::split().

Referenced by PhysicsTools::TreeTrainer::train().

37 { crossValidation = split; }

PhysicsTools::MVATrainer::crossValidation

double crossValidation

Definition: MVATrainer.h:115

PhysicsTools::split

static std::vector< std::string > split(const std::string line, char delim)

Definition: MLP.cc:18

void PhysicsTools::MVATrainer::setMonitoring ( bool monitoring )

inline

Definition at line 35 of file MVATrainer.h.

References doMonitoring, and monitoring.

Referenced by PhysicsTools::TreeTrainer::train().

35 { doMonitoring = monitoring; }

PhysicsTools::MVATrainer::monitoring

std::auto_ptr< TrainerMonitoring > monitoring

Definition: MVATrainer.h:106

PhysicsTools::MVATrainer::doMonitoring

bool doMonitoring

Definition: MVATrainer.h:112

void PhysicsTools::MVATrainer::setRandomSeed ( UInt_t seed )

inline

Definition at line 36 of file MVATrainer.h.

References randomSeed, and fileCollector::seed.

36 { randomSeed = seed; }

PhysicsTools::MVATrainer::randomSeed

UInt_t randomSeed

Definition: MVATrainer.h:114

fileCollector.seed

tuple seed

Definition: fileCollector.py:125

std::string PhysicsTools::MVATrainer::trainFileName	(	const TrainProcessor *	proc,
		const std::string &	ext,
		const std::string &	arg = `""`
	)		const

Definition at line 700 of file MVATrainer.cc.

Member Data Documentation

double PhysicsTools::MVATrainer::crossValidation

private

Definition at line 115 of file MVATrainer.h.

Referenced by setCrossValidation().

bool PhysicsTools::MVATrainer::doAutoSave

private

Definition at line 110 of file MVATrainer.h.

Referenced by setAutoSave().

bool PhysicsTools::MVATrainer::doCleanup

private

Definition at line 111 of file MVATrainer.h.

Referenced by setCleanup().

bool PhysicsTools::MVATrainer::doMonitoring

private

Definition at line 112 of file MVATrainer.h.

Referenced by setMonitoring().

Source* PhysicsTools::MVATrainer::input

private

Definition at line 103 of file MVATrainer.h.

const AtomicId PhysicsTools::MVATrainer::kTargetId

static

Definition at line 59 of file MVATrainer.h.

Referenced by PhysicsTools::TreeTrainer::addTree(), and evaluateTtSemiLepSignalSel().

const AtomicId PhysicsTools::MVATrainer::kWeightId

static

Definition at line 60 of file MVATrainer.h.

Referenced by PhysicsTools::TreeTrainer::addTree(), and evaluateTtSemiLepSignalSel().

std::auto_ptr<TrainerMonitoring> PhysicsTools::MVATrainer::monitoring

private

Definition at line 106 of file MVATrainer.h.

Referenced by setMonitoring().

std::string PhysicsTools::MVATrainer::name

private

Definition at line 109 of file MVATrainer.h.

Referenced by getName(), and VIDSelectorBase.VIDSelectorBase::initialize().

TrainProcessor* PhysicsTools::MVATrainer::output

private

Definition at line 104 of file MVATrainer.h.

std::vector<AtomicId> PhysicsTools::MVATrainer::processors

private

Definition at line 102 of file MVATrainer.h.

UInt_t PhysicsTools::MVATrainer::randomSeed

private

Definition at line 114 of file MVATrainer.h.

Referenced by setRandomSeed().

std::map<AtomicId, Source*> PhysicsTools::MVATrainer::sources

private

Definition at line 100 of file MVATrainer.h.

std::string PhysicsTools::MVATrainer::trainFileMask

private

Definition at line 108 of file MVATrainer.h.

std::vector<SourceVariable*> PhysicsTools::MVATrainer::variables

private

Definition at line 101 of file MVATrainer.h.

std::auto_ptr<XMLDocument> PhysicsTools::MVATrainer::xml

private

Definition at line 107 of file MVATrainer.h.