L1TForest Class Reference

#include <Forest.h>

Public Member Functions
void	appendCorrection (std::vector< emtf::Event * > &eventsp, Int_t treenum)
void	appendCorrection (emtf::Event *e, Int_t treenum)
void	doRegression (Int_t nodeLimit, Int_t treeLimit, double learningRate, L1TLossFunction *l, const char *savetreesdirectory, bool saveTrees)
void	doStochasticRegression (Int_t nodeLimit, Int_t treeLimit, double learningRate, double fraction, L1TLossFunction *l)
void	generate (Int_t numTrainEvents, Int_t numTestEvents, double sigma)
std::vector< emtf::Event * >	getTrainingEvents ()
emtf::Tree *	getTree (unsigned int i)
	L1TForest ()
	L1TForest (std::vector< emtf::Event * > &trainingEvents)
void	listEvents (std::vector< std::vector< emtf::Event * > > &e)
	!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! More...
void	loadL1TForestFromXML (const char *directory, unsigned int numTrees)
void	predictEvent (emtf::Event *e, unsigned int trees)
void	predictEvents (std::vector< emtf::Event * > &eventsp, unsigned int trees)
void	prepareRandomSubsample (double fraction)
void	rankVariables (std::vector< int > &rank)
void	saveSplitValues (const char *savefilename)
void	setTrainingEvents (std::vector< emtf::Event * > &trainingEvents)
unsigned int	size ()
void	sortEventVectors (std::vector< std::vector< emtf::Event * > > &e)
void	updateEvents (emtf::Tree *tree)
void	updateRegTargets (emtf::Tree *tree, double learningRate, L1TLossFunction *l)
	~L1TForest ()

Private Attributes
std::vector< std::vector < emtf::Event * > >	events
std::vector< std::vector < emtf::Event * > >	subSample
std::vector< emtf::Tree * >	trees

Detailed Description

Definition at line 9 of file Forest.h.

Constructor & Destructor Documentation

L1TForest::L1TForest

(

)

Definition at line 36 of file Forest.cc.

L1TForest::L1TForest

(

std::vector< emtf::Event * > &

trainingEvents

)

Definition at line 45 of file Forest.cc.

L1TForest::~L1TForest

(

)

Definition at line 54 of file Forest.cc.

Member Function Documentation

void L1TForest::appendCorrection	(	std::vector< emtf::Event * > &	eventsp,
		Int_t	treenum
	)

Definition at line 436 of file Forest.cc.

void L1TForest::appendCorrection	(	emtf::Event *	e,
		Int_t	treenum
	)

Definition at line 474 of file Forest.cc.

void L1TForest::doRegression	(	Int_t	nodeLimit,
		Int_t	treeLimit,
		double	learningRate,
		L1TLossFunction *	l,
		const char *	savetreesdirectory,
		bool	saveTrees
	)

Definition at line 366 of file Forest.cc.

void L1TForest::doStochasticRegression	(	Int_t	nodeLimit,
		Int_t	treeLimit,
		double	learningRate,
		double	fraction,
		L1TLossFunction *	l
	)

Definition at line 545 of file Forest.cc.

void L1TForest::generate	(	Int_t	numTrainEvents,
		Int_t	numTestEvents,
		double	sigma
	)

std::vector< Event * > L1TForest::getTrainingEvents

(

)

Definition at line 94 of file Forest.cc.

emtf::Tree * L1TForest::getTree

(

unsigned int

i

)

Definition at line 101 of file Forest.cc.

void L1TForest::listEvents

(

std::vector< std::vector< emtf::Event * > > &

e

)

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!

Definition at line 131 of file Forest.cc.

void L1TForest::loadL1TForestFromXML	(	const char *	directory,
		unsigned int	numTrees
	)

Definition at line 489 of file Forest.cc.

void L1TForest::predictEvent	(	emtf::Event *	e,
		unsigned int	trees
	)

Definition at line 451 of file Forest.cc.

void L1TForest::predictEvents	(	std::vector< emtf::Event * > &	eventsp,
		unsigned int	trees
	)

Definition at line 413 of file Forest.cc.

Referenced by CalculatePt_FullPrecision().

void L1TForest::prepareRandomSubsample

(

double

fraction

)

Definition at line 516 of file Forest.cc.

void L1TForest::rankVariables

(

std::vector< int > &

rank

)

Definition at line 191 of file Forest.cc.

void L1TForest::saveSplitValues

(

const char *

savefilename

)

Definition at line 246 of file Forest.cc.

void L1TForest::setTrainingEvents

(

std::vector< emtf::Event * > &

trainingEvents

)

Definition at line 70 of file Forest.cc.

unsigned int L1TForest::size

(

void

)

Definition at line 115 of file Forest.cc.

void L1TForest::sortEventVectors

(

std::vector< std::vector< emtf::Event * > > &

e

)

Definition at line 175 of file Forest.cc.

void L1TForest::updateEvents

(

emtf::Tree *

tree

)

Definition at line 336 of file Forest.cc.

void L1TForest::updateRegTargets	(	emtf::Tree *	tree,
		double	learningRate,
		L1TLossFunction *	l
	)

Definition at line 294 of file Forest.cc.

Member Data Documentation

std::vector< std::vector<emtf::Event*> > L1TForest::events

private

Definition at line 58 of file Forest.h.

Referenced by eventsfwlite.Events::__getattr__(), and eventsfwlite.Events::__init__().

std::vector< std::vector<emtf::Event*> > L1TForest::subSample

private

Definition at line 59 of file Forest.h.

std::vector<emtf::Tree*> L1TForest::trees

private

Definition at line 60 of file Forest.h.